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更改原油，聚烯烃计算近20日最接近模型的逻辑

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workpc 2024-11-19 16:58:28 +08:00
parent e29b09e7ee
commit defc80fdac
11 changed files with 2371 additions and 409 deletions
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1958
Untitled1.ipynb Normal file
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File diff suppressed because it is too large Load Diff

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config_juxiting.py
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@ -211,7 +211,7 @@ upload_data = {
### 开关 ### 开关
is_train = True # 是否训练 is_train = True # 是否训练
is_debug = False # 是否调试 is_debug = False # 是否调试
is_eta = True # 是否使用eta接口 is_eta = False # 是否使用eta接口
is_timefurture = True # 是否使用时间特征 is_timefurture = True # 是否使用时间特征
is_fivemodels = False # 是否使用之前保存的最佳的5个模型 is_fivemodels = False # 是否使用之前保存的最佳的5个模型
is_edbcode = False # 特征使用edbcoding列表中的 is_edbcode = False # 特征使用edbcoding列表中的

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juxitingdataset/df_combined3.csv
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@ -1,206 +1,206 @@
ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model,NLinear_abs_error_rate,RNN_abs_error_rate,TiDE_abs_error_rate,LSTM_abs_error_rate,DilatedRNN_abs_error_rate,PatchTST_abs_error_rate,TSMixer_abs_error_rate,NHITS_abs_error_rate,GRU_abs_error_rate,DLinear_abs_error_rate,DeepNPTS_abs_error_rate,TFT_abs_error_rate,MLP_abs_error_rate,Informer_abs_error_rate,TSMixerx_abs_error_rate,BiTCN_abs_error_rate,TCN_abs_error_rate,iTransformer_abs_error_rate,MLPMultivariate_abs_error_rate,StemGNN_abs_error_rate,min_abs_error_rate_prediction,min_abs_error_rate_column_name ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model,NLinear_abs_error_rate,RNN_abs_error_rate,TiDE_abs_error_rate,LSTM_abs_error_rate,DilatedRNN_abs_error_rate,PatchTST_abs_error_rate,TSMixer_abs_error_rate,NHITS_abs_error_rate,GRU_abs_error_rate,DLinear_abs_error_rate,DeepNPTS_abs_error_rate,TFT_abs_error_rate,MLP_abs_error_rate,Informer_abs_error_rate,TSMixerx_abs_error_rate,BiTCN_abs_error_rate,TCN_abs_error_rate,iTransformer_abs_error_rate,MLPMultivariate_abs_error_rate,StemGNN_abs_error_rate,min_abs_error_rate_prediction,min_abs_error_rate_column_name
2024-01-29,7327.54,7371.29,7327.98,7384.88,7303.02,7287.33,7292.89,7315.12,7343.6,7448.81,7326.19,7305.51,7323.52,7296.29,7310.33,7284.56,7305.08,7307.85,7296.64,7296.58,7305.0,7287.33,7384.88,TSMixerx,iTransformer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7305.08,StemGNN 2024-01-29,7327.54,7371.29,7327.98,7384.88,7303.02,7287.33,7292.89,7315.12,7343.6,7448.81,7326.19,7305.51,7323.52,7296.29,7310.33,7284.56,7305.08,7307.85,7296.64,7296.58,7305.0,7296.64,7327.98,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7305.08,StemGNN
2024-01-30,7323.87,7345.87,7337.31,7389.43,7298.24,7304.34,7293.09,7323.49,7353.22,7449.26,7332.46,7312.26,7328.59,7281.35,7304.5,7300.72,7302.7,7318.95,7297.0,7304.78,7315.0,7293.09,7389.43,PatchTST,iTransformer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7312.26,DilatedRNN 2024-01-30,7323.87,7345.87,7337.31,7389.43,7298.24,7304.34,7293.09,7323.49,7353.22,7449.26,7332.46,7312.26,7328.59,7281.35,7304.5,7300.72,7302.7,7318.95,7297.0,7304.78,7315.0,7297.0,7337.31,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7312.26,DilatedRNN
2024-01-31,7324.15,7346.47,7344.21,7380.46,7308.31,7304.1,7294.49,7331.7,7359.12,7457.24,7342.73,7323.04,7320.56,7292.95,7297.57,7318.6,7301.14,7334.67,7303.24,7314.47,7302.5,7294.49,7380.46,PatchTST,iTransformer,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.0,7303.24,TiDE 2024-01-31,7324.15,7346.47,7344.21,7380.46,7308.31,7304.1,7294.49,7331.7,7359.12,7457.24,7342.73,7323.04,7320.56,7292.95,7297.57,7318.6,7301.14,7334.67,7303.24,7314.47,7302.5,7297.57,7344.21,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.0,7303.24,TiDE
2024-02-01,7310.36,7350.73,7330.01,7368.2,7301.07,7305.61,7286.25,7318.49,7346.67,7454.66,7335.99,7307.86,7320.18,7289.85,7286.74,7300.7,7300.0,7329.82,7302.62,7301.44,7275.0,7301.07,7368.2,TSMixer,iTransformer,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.0,7286.25,PatchTST 2024-02-01,7310.36,7350.73,7330.01,7368.2,7301.07,7305.61,7286.25,7318.49,7346.67,7454.66,7335.99,7307.86,7320.18,7289.85,7286.74,7300.7,7300.0,7329.82,7302.62,7301.44,7275.0,7286.74,7330.01,NLinear,LSTM,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.0,7286.25,PatchTST
2024-02-02,7293.69,7327.78,7309.33,7373.02,7273.72,7281.96,7266.09,7301.23,7324.77,7439.28,7308.17,7276.55,7291.01,7277.53,7261.4,7276.11,7297.48,7296.47,7281.35,7281.49,7242.5,7273.72,7373.02,TSMixer,iTransformer,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.01,7261.4,NLinear 2024-02-02,7293.69,7327.78,7309.33,7373.02,7273.72,7281.96,7266.09,7301.23,7324.77,7439.28,7308.17,7276.55,7291.01,7277.53,7261.4,7276.11,7297.48,7296.47,7281.35,7281.49,7242.5,7261.4,7309.33,NLinear,LSTM,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.01,7261.4,NLinear
2024-02-04,7254.43,7283.66,7289.7,7339.78,7239.73,7246.94,7231.94,7275.87,7300.41,7419.08,7273.83,7247.99,7247.88,7248.6,7243.9,7245.49,7293.53,7245.1,7250.1,7275.04,7240.0,7239.73,7339.78,TSMixer,iTransformer,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7239.73,TSMixer 2024-02-04,7254.43,7283.66,7289.7,7339.78,7239.73,7246.94,7231.94,7275.87,7300.41,7419.08,7273.83,7247.99,7247.88,7248.6,7243.9,7245.49,7293.53,7245.1,7250.1,7275.04,7240.0,7243.9,7289.7,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7239.73,TSMixer
2024-02-05,7250.29,7259.14,7291.3,7286.88,7225.65,7210.31,7228.4,7274.82,7302.66,7410.31,7243.09,7250.31,7235.75,7227.82,7230.87,7230.15,7289.29,7232.53,7231.23,7243.13,7227.5,7225.65,7302.66,TSMixer,GRU,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.01,0.0,0.01,7227.82,DLinear 2024-02-05,7250.29,7259.14,7291.3,7286.88,7225.65,7210.31,7228.4,7274.82,7302.66,7410.31,7243.09,7250.31,7235.75,7227.82,7230.87,7230.15,7289.29,7232.53,7231.23,7243.13,7227.5,7230.87,7291.3,NLinear,LSTM,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.01,0.0,0.01,7227.82,DLinear
2024-02-06,7238.12,7245.94,7284.38,7245.93,7214.97,7191.32,7208.56,7264.12,7290.83,7402.4,7214.51,7247.19,7215.73,7210.97,7213.27,7208.05,7284.47,7215.47,7216.57,7240.12,7246.67,7208.05,7290.83,TFT,GRU,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7247.19,DilatedRNN 2024-02-06,7238.12,7245.94,7284.38,7245.93,7214.97,7191.32,7208.56,7264.12,7290.83,7402.4,7214.51,7247.19,7215.73,7210.97,7213.27,7208.05,7284.47,7215.47,7216.57,7240.12,7246.67,7213.27,7284.38,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7247.19,DilatedRNN
2024-02-07,7250.07,7249.58,7298.53,7246.31,7225.56,7233.26,7233.51,7282.69,7310.77,7411.92,7197.42,7269.31,7226.51,7226.73,7229.02,7225.51,7280.56,7230.76,7231.61,7227.76,7255.0,7225.51,7310.77,TFT,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7250.07,NHITS 2024-02-07,7250.07,7249.58,7298.53,7246.31,7225.56,7233.26,7233.51,7282.69,7310.77,7411.92,7197.42,7269.31,7226.51,7226.73,7229.02,7225.51,7280.56,7230.76,7231.61,7227.76,7255.0,7229.02,7298.53,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7250.07,NHITS
2024-02-08,7255.89,7238.05,7302.06,7239.05,7240.02,7246.68,7249.72,7290.17,7314.03,7416.26,7187.06,7274.24,7236.22,7231.46,7251.08,7240.22,7277.06,7237.26,7253.37,7246.68,7270.0,7231.46,7314.03,DLinear,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7274.24,DilatedRNN 2024-02-08,7255.89,7238.05,7302.06,7239.05,7240.02,7246.68,7249.72,7290.17,7314.03,7416.26,7187.06,7274.24,7236.22,7231.46,7251.08,7240.22,7277.06,7237.26,7253.37,7246.68,7270.0,7251.08,7302.06,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7274.24,DilatedRNN
2024-02-18,7255.75,7235.38,7313.8,7233.69,7255.69,7255.58,7265.83,7300.25,7328.57,7421.75,7188.82,7284.88,7247.14,7230.47,7268.08,7275.0,7274.52,7246.07,7273.11,7254.99,7336.67,7230.47,7421.75,DLinear,TCN,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,7328.57,GRU 2024-02-18,7255.75,7235.38,7313.8,7233.69,7255.69,7255.58,7265.83,7300.25,7328.57,7421.75,7188.82,7284.88,7247.14,7230.47,7268.08,7275.0,7274.52,7246.07,7273.11,7254.99,7336.67,7268.08,7313.8,NLinear,LSTM,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,7328.57,GRU
2024-02-19,7328.24,7286.07,7381.02,7275.31,7308.41,7310.31,7327.43,7366.18,7388.41,7447.08,7280.03,7355.52,7284.43,7281.5,7344.23,7354.4,7273.63,7291.66,7323.83,7270.38,7350.0,7273.63,7388.41,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7354.4,TFT 2024-02-19,7328.24,7286.07,7381.02,7275.31,7308.41,7310.31,7327.43,7366.18,7388.41,7447.08,7280.03,7355.52,7284.43,7281.5,7344.23,7354.4,7273.63,7291.66,7323.83,7270.38,7350.0,7323.83,7381.02,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7354.4,TFT
2024-02-20,7340.94,7314.03,7381.57,7320.35,7338.18,7366.51,7341.79,7363.28,7388.78,7459.81,7353.13,7385.1,7303.85,7305.54,7355.22,7374.68,7273.2,7317.23,7334.72,7315.85,7335.0,7303.85,7388.78,MLP,GRU,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7334.72,TiDE 2024-02-20,7340.94,7314.03,7381.57,7320.35,7338.18,7366.51,7341.79,7363.28,7388.78,7459.81,7353.13,7385.1,7303.85,7305.54,7355.22,7374.68,7273.2,7317.23,7334.72,7315.85,7335.0,7334.72,7385.1,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7334.72,TiDE
2024-02-21,7328.09,7291.25,7364.24,7319.25,7332.97,7412.64,7331.43,7349.38,7375.82,7465.63,7385.73,7387.23,7307.38,7333.67,7337.79,7342.36,7272.39,7318.1,7325.39,7314.47,7297.5,7291.25,7412.64,Informer,TSMixerx,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.02,0.0,0.0,0.0,7291.25,Informer 2024-02-21,7328.09,7291.25,7364.24,7319.25,7332.97,7412.64,7331.43,7349.38,7375.82,7465.63,7385.73,7387.23,7307.38,7333.67,7337.79,7342.36,7272.39,7318.1,7325.39,7314.47,7297.5,7325.39,7387.23,TiDE,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.02,0.0,0.0,0.0,7291.25,Informer
2024-02-22,7287.87,7267.14,7325.02,7277.25,7305.41,7391.88,7303.83,7321.02,7340.78,7453.1,7382.02,7339.71,7294.56,7318.52,7298.75,7277.44,7270.51,7301.04,7291.38,7276.98,7285.0,7270.51,7391.88,StemGNN,TSMixerx,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7287.87,NHITS 2024-02-22,7287.87,7267.14,7325.02,7277.25,7305.41,7391.88,7303.83,7321.02,7340.78,7453.1,7382.02,7339.71,7294.56,7318.52,7298.75,7277.44,7270.51,7301.04,7291.38,7276.98,7285.0,7291.38,7339.71,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7287.87,NHITS
2024-02-23,7274.4,7269.57,7318.81,7248.73,7289.09,7370.73,7297.79,7303.7,7335.42,7444.23,7366.25,7323.17,7289.08,7303.61,7282.35,7266.32,7268.19,7293.09,7280.01,7282.8,7306.67,7266.32,7370.73,TFT,TSMixerx,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.01,7303.7,RNN 2024-02-23,7274.4,7269.57,7318.81,7248.73,7289.09,7370.73,7297.79,7303.7,7335.42,7444.23,7366.25,7323.17,7289.08,7303.61,7282.35,7266.32,7268.19,7293.09,7280.01,7282.8,7306.67,7280.01,7323.17,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.01,7303.7,RNN
2024-02-26,7317.08,7264.94,7337.71,7258.44,7297.69,7360.07,7324.84,7325.02,7354.15,7444.26,7362.54,7327.9,7317.03,7295.98,7301.97,7291.58,7266.69,7302.36,7294.47,7344.75,7292.5,7264.94,7362.54,Informer,BiTCN,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7291.58,TFT 2024-02-26,7317.08,7264.94,7337.71,7258.44,7297.69,7360.07,7324.84,7325.02,7354.15,7444.26,7362.54,7327.9,7317.03,7295.98,7301.97,7291.58,7266.69,7302.36,7294.47,7344.75,7292.5,7294.47,7337.71,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7291.58,TFT
2024-02-27,7324.86,7265.31,7320.64,7250.01,7294.19,7304.11,7298.21,7308.62,7337.19,7439.27,7344.69,7310.37,7318.04,7292.7,7282.65,7268.99,7265.18,7294.64,7286.29,7335.9,7306.67,7265.18,7344.69,StemGNN,BiTCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.01,7308.62,RNN 2024-02-27,7324.86,7265.31,7320.64,7250.01,7294.19,7304.11,7298.21,7308.62,7337.19,7439.27,7344.69,7310.37,7318.04,7292.7,7282.65,7268.99,7265.18,7294.64,7286.29,7335.9,7306.67,7282.65,7320.64,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.01,7308.62,RNN
2024-02-28,7350.44,7289.53,7338.22,7309.69,7298.81,7324.0,7322.15,7329.78,7355.81,7445.01,7333.11,7324.66,7333.3,7311.24,7305.73,7297.46,7264.32,7302.66,7303.67,7363.84,7353.33,7289.53,7363.84,Informer,DeepNPTS,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,7355.81,GRU 2024-02-28,7350.44,7289.53,7338.22,7309.69,7298.81,7324.0,7322.15,7329.78,7355.81,7445.01,7333.11,7324.66,7333.3,7311.24,7305.73,7297.46,7264.32,7302.66,7303.67,7363.84,7353.33,7303.67,7338.22,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,7355.81,GRU
2024-02-29,7364.92,7312.73,7388.84,7333.98,7331.49,7367.62,7367.57,7377.53,7397.03,7453.38,7342.48,7349.71,7365.78,7333.87,7360.89,7322.64,7264.33,7322.6,7342.49,7352.62,7325.0,7312.73,7397.03,Informer,GRU,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7322.64,TFT 2024-02-29,7364.92,7312.73,7388.84,7333.98,7331.49,7367.62,7367.57,7377.53,7397.03,7453.38,7342.48,7349.71,7365.78,7333.87,7360.89,7322.64,7264.33,7322.6,7342.49,7352.62,7325.0,7342.49,7388.84,TiDE,LSTM,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7322.64,TFT
2024-03-01,7321.58,7316.24,7343.94,7309.51,7320.66,7330.76,7334.34,7332.16,7359.97,7443.02,7323.63,7307.3,7329.62,7315.68,7335.52,7305.79,7264.18,7304.35,7325.91,7320.04,7343.33,7304.35,7359.97,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,7343.94,LSTM 2024-03-01,7321.58,7316.24,7343.94,7309.51,7320.66,7330.76,7334.34,7332.16,7359.97,7443.02,7323.63,7307.3,7329.62,7315.68,7335.52,7305.79,7264.18,7304.35,7325.91,7320.04,7343.33,7307.3,7343.94,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,7343.94,LSTM
2024-03-04,7340.8,7317.33,7376.92,7311.15,7328.22,7340.47,7340.31,7365.15,7388.86,7450.74,7315.87,7323.96,7323.98,7333.25,7339.48,7315.33,7264.33,7301.3,7341.73,7340.63,7330.0,7301.3,7388.86,MLPMultivariate,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7328.22,TSMixer 2024-03-04,7340.8,7317.33,7376.92,7311.15,7328.22,7340.47,7340.31,7365.15,7388.86,7450.74,7315.87,7323.96,7323.98,7333.25,7339.48,7315.33,7264.33,7301.3,7341.73,7340.63,7330.0,7323.96,7376.92,DilatedRNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7328.22,TSMixer
2024-03-05,7315.29,7324.32,7350.44,7305.61,7325.74,7339.79,7318.97,7344.85,7365.55,7451.88,7304.36,7319.43,7316.46,7325.93,7321.51,7307.34,7264.21,7297.3,7327.12,7328.32,7310.0,7297.3,7365.55,MLPMultivariate,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7307.34,TFT 2024-03-05,7315.29,7324.32,7350.44,7305.61,7325.74,7339.79,7318.97,7344.85,7365.55,7451.88,7304.36,7319.43,7316.46,7325.93,7321.51,7307.34,7264.21,7297.3,7327.12,7328.32,7310.0,7319.43,7350.44,DilatedRNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7307.34,TFT
2024-03-06,7308.37,7325.7,7334.63,7294.16,7305.63,7325.18,7312.54,7318.27,7352.91,7447.44,7298.88,7308.51,7313.02,7309.36,7297.3,7288.71,7263.76,7286.98,7300.48,7306.5,7297.5,7286.98,7352.91,MLPMultivariate,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7297.3,NLinear 2024-03-06,7308.37,7325.7,7334.63,7294.16,7305.63,7325.18,7312.54,7318.27,7352.91,7447.44,7298.88,7308.51,7313.02,7309.36,7297.3,7288.71,7263.76,7286.98,7300.48,7306.5,7297.5,7297.3,7334.63,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7297.3,NLinear
2024-03-07,7299.86,7322.53,7324.67,7282.33,7294.87,7306.71,7313.41,7321.12,7342.72,7440.57,7289.94,7302.04,7319.49,7285.37,7297.06,7280.81,7263.15,7286.31,7293.88,7289.42,7290.0,7280.81,7342.72,TFT,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7289.94,BiTCN 2024-03-07,7299.86,7322.53,7324.67,7282.33,7294.87,7306.71,7313.41,7321.12,7342.72,7440.57,7289.94,7302.04,7319.49,7285.37,7297.06,7280.81,7263.15,7286.31,7293.88,7289.42,7290.0,7293.88,7324.67,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7289.94,BiTCN
2024-03-08,7284.22,7300.35,7319.86,7274.83,7286.74,7293.73,7302.8,7307.93,7337.87,7436.35,7274.2,7299.68,7286.94,7284.21,7288.37,7276.83,7262.76,7277.18,7291.02,7296.59,7295.0,7274.2,7337.87,BiTCN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7293.73,TSMixerx 2024-03-08,7284.22,7300.35,7319.86,7274.83,7286.74,7293.73,7302.8,7307.93,7337.87,7436.35,7274.2,7299.68,7286.94,7284.21,7288.37,7276.83,7262.76,7277.18,7291.02,7296.59,7295.0,7288.37,7319.86,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7293.73,TSMixerx
2024-03-11,7271.27,7287.88,7325.34,7269.57,7283.7,7281.61,7304.64,7315.33,7343.5,7434.85,7270.74,7301.9,7264.77,7297.51,7293.47,7279.98,7262.81,7273.09,7289.34,7281.02,7285.0,7264.77,7343.5,MLP,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7283.7,TSMixer 2024-03-11,7271.27,7287.88,7325.34,7269.57,7283.7,7281.61,7304.64,7315.33,7343.5,7434.85,7270.74,7301.9,7264.77,7297.51,7293.47,7279.98,7262.81,7273.09,7289.34,7281.02,7285.0,7289.34,7325.34,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7283.7,TSMixer
2024-03-12,7252.84,7289.89,7316.38,7238.32,7271.27,7285.97,7283.58,7308.11,7333.67,7423.91,7273.67,7295.14,7244.6,7296.69,7275.31,7274.42,7264.09,7267.18,7270.4,7242.84,7283.33,7242.84,7333.67,DeepNPTS,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7283.58,PatchTST 2024-03-12,7252.84,7289.89,7316.38,7238.32,7271.27,7285.97,7283.58,7308.11,7333.67,7423.91,7273.67,7295.14,7244.6,7296.69,7275.31,7274.42,7264.09,7267.18,7270.4,7242.84,7283.33,7270.4,7316.38,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7283.58,PatchTST
2024-03-13,7248.94,7289.63,7317.69,7233.04,7267.63,7290.31,7281.2,7307.19,7335.38,7425.88,7268.58,7309.18,7235.08,7304.14,7278.21,7275.33,7265.65,7265.26,7272.33,7235.62,7285.0,7235.08,7335.38,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7281.2,PatchTST 2024-03-13,7248.94,7289.63,7317.69,7233.04,7267.63,7290.31,7281.2,7307.19,7335.38,7425.88,7268.58,7309.18,7235.08,7304.14,7278.21,7275.33,7265.65,7265.26,7272.33,7235.62,7285.0,7272.33,7317.69,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7281.2,PatchTST
2024-03-14,7265.67,7272.35,7319.05,7246.86,7274.3,7281.33,7285.09,7310.26,7336.26,7424.37,7279.02,7310.25,7246.55,7274.92,7288.54,7285.69,7269.2,7272.8,7280.93,7245.84,7277.5,7246.55,7336.26,MLP,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7279.02,BiTCN 2024-03-14,7265.67,7272.35,7319.05,7246.86,7274.3,7281.33,7285.09,7310.26,7336.26,7424.37,7279.02,7310.25,7246.55,7274.92,7288.54,7285.69,7269.2,7272.8,7280.93,7245.84,7277.5,7280.93,7319.05,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7279.02,BiTCN
2024-03-15,7268.02,7272.38,7313.29,7252.22,7272.37,7267.28,7274.58,7300.8,7329.86,7422.91,7276.36,7300.48,7249.94,7253.63,7269.2,7284.16,7271.75,7274.0,7279.15,7275.57,7353.33,7252.22,7422.91,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7329.86,GRU 2024-03-15,7268.02,7272.38,7313.29,7252.22,7272.37,7267.28,7274.58,7300.8,7329.86,7422.91,7276.36,7300.48,7249.94,7253.63,7269.2,7284.16,7271.75,7274.0,7279.15,7275.57,7353.33,7269.2,7313.29,NLinear,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7329.86,GRU
2024-03-18,7347.52,7331.59,7398.1,7300.4,7319.2,7299.25,7365.29,7379.18,7404.8,7454.79,7304.76,7381.73,7306.57,7305.65,7353.59,7387.27,7274.58,7304.16,7330.82,7352.64,7387.5,7299.25,7404.8,TSMixerx,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7387.27,TFT 2024-03-18,7347.52,7331.59,7398.1,7300.4,7319.2,7299.25,7365.29,7379.18,7404.8,7454.79,7304.76,7381.73,7306.57,7305.65,7353.59,7387.27,7274.58,7304.16,7330.82,7352.64,7387.5,7330.82,7398.1,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7387.27,TFT
2024-03-19,7383.2,7377.06,7422.18,7337.72,7360.54,7351.51,7392.03,7400.81,7423.66,7474.67,7313.87,7416.08,7356.26,7326.81,7393.41,7420.57,7276.23,7330.54,7363.47,7386.88,7435.0,7313.87,7474.67,BiTCN,TCN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7423.66,GRU 2024-03-19,7383.2,7377.06,7422.18,7337.72,7360.54,7351.51,7392.03,7400.81,7423.66,7474.67,7313.87,7416.08,7356.26,7326.81,7393.41,7420.57,7276.23,7330.54,7363.47,7386.88,7435.0,7363.47,7422.18,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7423.66,GRU
2024-03-20,7431.32,7405.09,7481.7,7376.29,7402.01,7385.96,7459.23,7451.43,7481.06,7500.15,7329.38,7477.52,7408.8,7385.25,7441.38,7446.61,7277.8,7375.82,7414.87,7433.1,7460.0,7329.38,7481.7,BiTCN,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7459.23,PatchTST 2024-03-20,7431.32,7405.09,7481.7,7376.29,7402.01,7385.96,7459.23,7451.43,7481.06,7500.15,7329.38,7477.52,7408.8,7385.25,7441.38,7446.61,7277.8,7375.82,7414.87,7433.1,7460.0,7414.87,7481.7,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7459.23,PatchTST
2024-03-21,7458.23,7401.49,7497.22,7416.58,7435.34,7399.19,7477.4,7484.97,7496.09,7515.96,7349.72,7505.51,7430.26,7433.87,7467.83,7466.18,7280.62,7415.17,7449.45,7440.95,7422.5,7349.72,7505.51,BiTCN,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7416.58,iTransformer 2024-03-21,7458.23,7401.49,7497.22,7416.58,7435.34,7399.19,7477.4,7484.97,7496.09,7515.96,7349.72,7505.51,7430.26,7433.87,7467.83,7466.18,7280.62,7415.17,7449.45,7440.95,7422.5,7449.45,7505.51,TiDE,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7416.58,iTransformer
2024-03-22,7407.08,7385.58,7442.54,7427.62,7418.86,7399.51,7396.74,7421.23,7442.49,7503.78,7352.84,7447.2,7399.15,7426.65,7428.19,7410.61,7284.13,7404.03,7430.58,7399.98,7402.5,7352.84,7447.2,BiTCN,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7404.03,MLPMultivariate 2024-03-22,7407.08,7385.58,7442.54,7427.62,7418.86,7399.51,7396.74,7421.23,7442.49,7503.78,7352.84,7447.2,7399.15,7426.65,7428.19,7410.61,7284.13,7404.03,7430.58,7399.98,7402.5,7421.23,7447.2,RNN,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7404.03,MLPMultivariate
2024-03-25,7390.93,7341.74,7425.1,7351.02,7389.62,7396.72,7393.91,7412.02,7429.24,7493.73,7344.59,7410.24,7372.03,7425.95,7402.73,7362.53,7285.9,7383.56,7400.51,7386.46,7372.5,7341.74,7429.24,Informer,GRU,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7372.03,MLP 2024-03-25,7390.93,7341.74,7425.1,7351.02,7389.62,7396.72,7393.91,7412.02,7429.24,7493.73,7344.59,7410.24,7372.03,7425.95,7402.73,7362.53,7285.9,7383.56,7400.51,7386.46,7372.5,7400.51,7425.1,TiDE,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7372.03,MLP
2024-03-26,7347.33,7326.36,7383.73,7310.72,7358.05,7389.99,7351.15,7374.38,7394.84,7478.16,7345.4,7372.22,7346.88,7391.77,7355.68,7335.91,7286.96,7355.52,7355.3,7348.98,7365.0,7310.72,7394.84,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7358.05,TSMixer 2024-03-26,7347.33,7326.36,7383.73,7310.72,7358.05,7389.99,7351.15,7374.38,7394.84,7478.16,7345.4,7372.22,7346.88,7391.77,7355.68,7335.91,7286.96,7355.52,7355.3,7348.98,7365.0,7355.3,7383.73,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7358.05,TSMixer
2024-03-27,7332.67,7312.63,7381.71,7327.69,7341.74,7356.66,7347.59,7365.01,7395.24,7472.17,7348.8,7371.09,7330.06,7369.82,7345.87,7337.23,7287.96,7336.09,7351.86,7342.38,7345.0,7312.63,7395.24,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7345.87,NLinear 2024-03-27,7332.67,7312.63,7381.71,7327.69,7341.74,7356.66,7347.59,7365.01,7395.24,7472.17,7348.8,7371.09,7330.06,7369.82,7345.87,7337.23,7287.96,7336.09,7351.86,7342.38,7345.0,7345.87,7381.71,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7345.87,NLinear
2024-03-28,7318.95,7314.23,7356.68,7325.77,7325.55,7327.43,7330.24,7354.81,7374.07,7455.5,7348.21,7331.05,7302.67,7352.37,7328.51,7320.33,7288.74,7314.21,7333.58,7330.55,7345.0,7302.67,7374.07,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7348.21,BiTCN 2024-03-28,7318.95,7314.23,7356.68,7325.77,7325.55,7327.43,7330.24,7354.81,7374.07,7455.5,7348.21,7331.05,7302.67,7352.37,7328.51,7320.33,7288.74,7314.21,7333.58,7330.55,7345.0,7328.51,7356.68,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7348.21,BiTCN
2024-03-29,7333.3,7331.35,7363.25,7327.67,7319.56,7301.55,7328.18,7355.11,7380.95,7447.57,7334.74,7327.27,7288.54,7335.81,7336.81,7319.3,7289.92,7297.93,7332.41,7343.51,7345.0,7289.92,7380.95,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7343.51,DeepNPTS 2024-03-29,7333.3,7331.35,7363.25,7327.67,7319.56,7301.55,7328.18,7355.11,7380.95,7447.57,7334.74,7327.27,7288.54,7335.81,7336.81,7319.3,7289.92,7297.93,7332.41,7343.51,7345.0,7327.27,7363.25,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7343.51,DeepNPTS
2024-04-01,7348.05,7330.57,7362.77,7332.96,7322.2,7298.06,7329.02,7358.66,7379.31,7439.07,7324.08,7319.56,7297.91,7335.11,7344.4,7319.01,7290.86,7297.93,7334.57,7336.61,7360.0,7297.91,7379.31,MLP,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7358.66,RNN 2024-04-01,7348.05,7330.57,7362.77,7332.96,7322.2,7298.06,7329.02,7358.66,7379.31,7439.07,7324.08,7319.56,7297.91,7335.11,7344.4,7319.01,7290.86,7297.93,7334.57,7336.61,7360.0,7319.56,7362.77,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7358.66,RNN
2024-04-02,7354.85,7323.4,7383.79,7332.65,7333.63,7305.61,7343.25,7371.61,7396.96,7439.3,7319.5,7330.72,7310.54,7330.5,7355.11,7328.96,7291.78,7303.89,7341.66,7354.63,7380.0,7303.89,7396.96,MLPMultivariate,GRU,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7383.79,LSTM 2024-04-02,7354.85,7323.4,7383.79,7332.65,7333.63,7305.61,7343.25,7371.61,7396.96,7439.3,7319.5,7330.72,7310.54,7330.5,7355.11,7328.96,7291.78,7303.89,7341.66,7354.63,7380.0,7330.72,7383.79,DilatedRNN,LSTM,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7383.79,LSTM
2024-04-03,7365.36,7363.44,7406.76,7337.82,7351.97,7328.92,7372.84,7392.54,7415.12,7455.35,7328.3,7365.47,7333.11,7329.49,7376.28,7337.59,7293.34,7332.99,7356.93,7368.23,7397.5,7328.3,7415.12,BiTCN,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,7392.54,RNN 2024-04-03,7365.36,7363.44,7406.76,7337.82,7351.97,7328.92,7372.84,7392.54,7415.12,7455.35,7328.3,7365.47,7333.11,7329.49,7376.28,7337.59,7293.34,7332.99,7356.93,7368.23,7397.5,7356.93,7406.76,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,7392.54,RNN
2024-04-07,7393.17,7399.15,7426.61,7353.03,7376.49,7376.75,7414.11,7407.82,7431.87,7469.02,7340.05,7401.16,7367.35,7352.12,7391.14,7345.16,7296.03,7358.92,7389.73,7383.01,7437.5,7340.05,7469.02,BiTCN,TCN,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7431.87,GRU 2024-04-07,7393.17,7399.15,7426.61,7353.03,7376.49,7376.75,7414.11,7407.82,7431.87,7469.02,7340.05,7401.16,7367.35,7352.12,7391.14,7345.16,7296.03,7358.92,7389.73,7383.01,7437.5,7389.73,7426.61,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7431.87,GRU
2024-04-08,7446.69,7449.75,7475.26,7373.37,7410.56,7404.13,7471.23,7453.16,7476.52,7494.46,7348.69,7462.4,7410.81,7377.58,7435.09,7383.23,7300.34,7398.07,7432.4,7434.56,7490.0,7348.69,7494.46,BiTCN,TCN,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.02,0.01,0.03,7494.46,TCN 2024-04-08,7446.69,7449.75,7475.26,7373.37,7410.56,7404.13,7471.23,7453.16,7476.52,7494.46,7348.69,7462.4,7410.81,7377.58,7435.09,7383.23,7300.34,7398.07,7432.4,7434.56,7490.0,7432.4,7475.26,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.02,0.01,0.03,7494.46,TCN
2024-04-09,7504.9,7467.54,7530.61,7433.77,7452.01,7425.34,7513.39,7508.93,7533.46,7525.64,7357.86,7528.49,7454.96,7437.01,7491.25,7428.23,7304.74,7457.52,7473.55,7489.28,7507.5,7357.86,7530.61,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.03,7508.93,RNN 2024-04-09,7504.9,7467.54,7530.61,7433.77,7452.01,7425.34,7513.39,7508.93,7533.46,7525.64,7357.86,7528.49,7454.96,7437.01,7491.25,7428.23,7304.74,7457.52,7473.55,7489.28,7507.5,7473.55,7530.61,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.03,7508.93,RNN
2024-04-10,7507.67,7467.99,7538.11,7542.22,7472.33,7420.04,7503.44,7518.16,7542.64,7545.15,7374.81,7566.42,7470.54,7473.43,7509.8,7433.5,7310.03,7488.79,7488.68,7506.2,7497.5,7374.81,7545.15,BiTCN,TCN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.01,0.01,0.0,0.03,7503.44,PatchTST 2024-04-10,7507.67,7467.99,7538.11,7542.22,7472.33,7420.04,7503.44,7518.16,7542.64,7545.15,7374.81,7566.42,7470.54,7473.43,7509.8,7433.5,7310.03,7488.79,7488.68,7506.2,7497.5,7488.68,7566.42,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.01,0.01,0.0,0.03,7503.44,PatchTST
2024-04-11,7471.36,7447.97,7520.09,7595.64,7468.23,7408.33,7456.56,7507.32,7523.82,7548.46,7392.38,7548.81,7429.43,7498.08,7501.92,7419.36,7314.95,7464.22,7485.5,7461.34,7497.5,7392.38,7548.81,BiTCN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7498.08,DLinear 2024-04-11,7471.36,7447.97,7520.09,7595.64,7468.23,7408.33,7456.56,7507.32,7523.82,7548.46,7392.38,7548.81,7429.43,7498.08,7501.92,7419.36,7314.95,7464.22,7485.5,7461.34,7497.5,7485.5,7548.81,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7498.08,DLinear
2024-04-12,7441.47,7422.59,7520.65,7489.62,7460.53,7422.05,7457.34,7508.16,7525.23,7549.5,7408.37,7551.69,7408.99,7522.65,7488.91,7405.51,7319.85,7442.42,7475.94,7381.11,7506.67,7381.11,7549.5,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7508.16,RNN 2024-04-12,7441.47,7422.59,7520.65,7489.62,7460.53,7422.05,7457.34,7508.16,7525.23,7549.5,7408.37,7551.69,7408.99,7522.65,7488.91,7405.51,7319.85,7442.42,7475.94,7381.11,7506.67,7475.94,7551.69,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7508.16,RNN
2024-04-15,7437.49,7392.71,7528.99,7359.85,7460.77,7406.3,7457.88,7511.0,7534.34,7550.29,7422.12,7559.66,7408.64,7505.06,7499.32,7414.59,7324.39,7350.28,7478.66,7390.39,7482.5,7350.28,7550.29,MLPMultivariate,TCN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7478.66,TiDE 2024-04-15,7437.49,7392.71,7528.99,7359.85,7460.77,7406.3,7457.88,7511.0,7534.34,7550.29,7422.12,7559.66,7408.64,7505.06,7499.32,7414.59,7324.39,7350.28,7478.66,7390.39,7482.5,7478.66,7559.66,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7478.66,TiDE
2024-04-16,7414.4,7356.55,7493.42,7320.82,7445.33,7389.55,7430.34,7479.15,7495.79,7530.0,7414.8,7504.09,7384.23,7474.41,7463.96,7395.26,7326.74,7316.68,7464.25,7352.03,7495.0,7320.82,7504.09,iTransformer,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,7495.79,GRU 2024-04-16,7414.4,7356.55,7493.42,7320.82,7445.33,7389.55,7430.34,7479.15,7495.79,7530.0,7414.8,7504.09,7384.23,7474.41,7463.96,7395.26,7326.74,7316.68,7464.25,7352.03,7495.0,7463.96,7504.09,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,7495.79,GRU
2024-04-17,7418.15,7345.34,7517.47,7244.33,7448.57,7372.91,7443.81,7505.07,7524.59,7532.58,7416.41,7509.97,7377.52,7468.47,7480.95,7402.17,7328.88,7308.76,7469.45,7336.17,7497.5,7308.76,7524.59,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.02,0.02,0.02,0.01,0.0,0.03,0.03,0.02,7505.07,RNN 2024-04-17,7418.15,7345.34,7517.47,7244.33,7448.57,7372.91,7443.81,7505.07,7524.59,7532.58,7416.41,7509.97,7377.52,7468.47,7480.95,7402.17,7328.88,7308.76,7469.45,7336.17,7497.5,7469.45,7517.47,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.02,0.02,0.02,0.01,0.0,0.03,0.03,0.02,7505.07,RNN
2024-04-18,7436.24,7365.21,7513.57,7192.38,7453.6,7372.54,7432.96,7503.99,7517.93,7524.56,7417.28,7494.44,7394.34,7452.7,7495.29,7403.77,7331.62,7302.16,7473.56,7444.7,7497.5,7302.16,7517.93,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.04,0.03,0.02,7495.29,NLinear 2024-04-18,7436.24,7365.21,7513.57,7192.38,7453.6,7372.54,7432.96,7503.99,7517.93,7524.56,7417.28,7494.44,7394.34,7452.7,7495.29,7403.77,7331.62,7302.16,7473.56,7444.7,7497.5,7473.56,7513.57,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.04,0.03,0.02,7495.29,NLinear
2024-04-19,7447.08,7350.32,7514.88,7205.88,7455.57,7376.24,7410.53,7499.09,7521.58,7514.49,7414.34,7484.98,7403.57,7462.21,7490.31,7405.58,7335.87,7309.31,7468.85,7449.0,7527.5,7309.31,7514.49,MLPMultivariate,TCN,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.02,0.02,0.02,0.0,0.04,0.03,0.03,7521.58,GRU 2024-04-19,7447.08,7350.32,7514.88,7205.88,7455.57,7376.24,7410.53,7499.09,7521.58,7514.49,7414.34,7484.98,7403.57,7462.21,7490.31,7405.58,7335.87,7309.31,7468.85,7449.0,7527.5,7468.85,7514.88,TiDE,LSTM,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.02,0.02,0.02,0.0,0.04,0.03,0.03,7521.58,GRU
2024-04-22,7475.88,7423.16,7553.94,7254.19,7479.88,7386.67,7447.72,7543.1,7564.77,7529.09,7418.21,7513.38,7448.4,7465.62,7534.03,7424.22,7340.89,7353.61,7495.13,7507.16,7527.5,7340.89,7553.94,StemGNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.04,0.02,0.02,7529.09,TCN 2024-04-22,7475.88,7423.16,7553.94,7254.19,7479.88,7386.67,7447.72,7543.1,7564.77,7529.09,7418.21,7513.38,7448.4,7465.62,7534.03,7424.22,7340.89,7353.61,7495.13,7507.16,7527.5,7495.13,7553.94,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.04,0.02,0.02,7529.09,TCN
2024-04-23,7483.17,7425.91,7543.4,7290.92,7493.7,7412.12,7452.95,7529.65,7551.13,7530.61,7420.4,7510.63,7476.78,7493.62,7519.16,7425.58,7345.31,7389.05,7508.08,7474.14,7510.0,7345.31,7543.4,StemGNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.03,0.02,0.02,7510.63,DilatedRNN 2024-04-23,7483.17,7425.91,7543.4,7290.92,7493.7,7412.12,7452.95,7529.65,7551.13,7530.61,7420.4,7510.63,7476.78,7493.62,7519.16,7425.58,7345.31,7389.05,7508.08,7474.14,7510.0,7508.08,7543.4,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.03,0.02,0.02,7510.63,DilatedRNN
2024-04-24,7489.82,7449.76,7522.43,7284.6,7487.66,7426.27,7472.05,7511.78,7529.63,7526.36,7421.74,7485.46,7485.09,7501.46,7492.88,7420.0,7350.44,7407.38,7501.62,7474.42,7487.5,7350.44,7526.36,StemGNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.01,0.02,7487.66,TSMixer 2024-04-24,7489.82,7449.76,7522.43,7284.6,7487.66,7426.27,7472.05,7511.78,7529.63,7526.36,7421.74,7485.46,7485.09,7501.46,7492.88,7420.0,7350.44,7407.38,7501.62,7474.42,7487.5,7485.46,7522.43,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.01,0.02,7487.66,TSMixer
2024-04-25,7478.17,7459.27,7497.68,7280.8,7470.32,7445.5,7489.49,7493.36,7502.21,7512.97,7428.15,7459.13,7481.87,7483.92,7478.55,7422.14,7354.99,7425.65,7481.11,7463.77,7487.5,7354.99,7502.21,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.01,0.02,7489.49,PatchTST 2024-04-25,7478.17,7459.27,7497.68,7280.8,7470.32,7445.5,7489.49,7493.36,7502.21,7512.97,7428.15,7459.13,7481.87,7483.92,7478.55,7422.14,7354.99,7425.65,7481.11,7463.77,7487.5,7459.13,7497.68,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.01,0.02,7489.49,PatchTST
2024-04-26,7471.79,7504.41,7503.64,7251.0,7463.42,7473.47,7521.54,7488.07,7509.47,7511.23,7437.15,7478.42,7488.64,7486.83,7477.29,7424.85,7357.93,7426.34,7478.56,7483.43,7502.5,7357.93,7511.23,StemGNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.03,0.01,0.02,7503.64,LSTM 2024-04-26,7471.79,7504.41,7503.64,7251.0,7463.42,7473.47,7521.54,7488.07,7509.47,7511.23,7437.15,7478.42,7488.64,7486.83,7477.29,7424.85,7357.93,7426.34,7478.56,7483.43,7502.5,7477.29,7503.64,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.03,0.01,0.02,7503.64,LSTM
2024-04-28,7467.89,7518.13,7521.81,7174.11,7470.82,7479.49,7536.93,7508.17,7528.39,7516.84,7455.74,7505.59,7480.88,7472.89,7496.72,7427.1,7362.14,7417.9,7486.94,7501.28,7527.5,7362.14,7528.39,StemGNN,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.05,0.01,0.02,7528.39,GRU 2024-04-28,7467.89,7518.13,7521.81,7174.11,7470.82,7479.49,7536.93,7508.17,7528.39,7516.84,7455.74,7505.59,7480.88,7472.89,7496.72,7427.1,7362.14,7417.9,7486.94,7501.28,7527.5,7486.94,7521.81,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.05,0.01,0.02,7528.39,GRU
2024-04-29,7481.1,7537.41,7551.26,7198.68,7484.31,7493.62,7539.07,7535.14,7561.36,7538.57,7471.26,7551.52,7456.97,7503.59,7513.18,7435.48,7365.99,7410.41,7503.56,7523.13,7537.5,7365.99,7551.52,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.02,7537.41,Informer 2024-04-29,7481.1,7537.41,7551.26,7198.68,7484.31,7493.62,7539.07,7535.14,7561.36,7538.57,7471.26,7551.52,7456.97,7503.59,7513.18,7435.48,7365.99,7410.41,7503.56,7523.13,7537.5,7503.56,7551.52,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.02,7537.41,Informer
2024-04-30,7485.56,7594.84,7557.28,7254.42,7491.22,7476.7,7528.7,7545.33,7567.36,7559.4,7475.39,7570.71,7438.04,7536.98,7529.87,7442.82,7370.56,7405.34,7509.73,7512.24,7532.5,7370.56,7570.71,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.04,0.02,0.02,7529.87,NLinear 2024-04-30,7485.56,7594.84,7557.28,7254.42,7491.22,7476.7,7528.7,7545.33,7567.36,7559.4,7475.39,7570.71,7438.04,7536.98,7529.87,7442.82,7370.56,7405.34,7509.73,7512.24,7532.5,7509.73,7570.71,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.04,0.02,0.02,7529.87,NLinear
2024-05-06,7483.94,7574.7,7548.46,7325.23,7489.19,7448.35,7506.84,7539.17,7557.91,7552.76,7467.6,7562.01,7421.79,7525.62,7532.45,7444.39,7376.1,7394.27,7509.66,7408.65,7502.5,7376.1,7562.01,StemGNN,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,7506.84,PatchTST 2024-05-06,7483.94,7574.7,7548.46,7325.23,7489.19,7448.35,7506.84,7539.17,7557.91,7552.76,7467.6,7562.01,7421.79,7525.62,7532.45,7444.39,7376.1,7394.27,7509.66,7408.65,7502.5,7509.66,7562.01,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,7506.84,PatchTST
2024-05-07,7454.26,7549.21,7509.9,7428.31,7469.92,7432.5,7468.81,7503.76,7514.61,7528.46,7455.19,7517.82,7393.69,7501.23,7494.93,7449.21,7382.07,7369.93,7480.75,7366.6,7475.0,7369.93,7528.46,MLPMultivariate,TCN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,7469.92,TSMixer 2024-05-07,7454.26,7549.21,7509.9,7428.31,7469.92,7432.5,7468.81,7503.76,7514.61,7528.46,7455.19,7517.82,7393.69,7501.23,7494.93,7449.21,7382.07,7369.93,7480.75,7366.6,7475.0,7480.75,7517.82,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,7469.92,TSMixer
2024-05-08,7448.62,7504.08,7483.78,7341.15,7449.91,7422.82,7453.71,7472.99,7488.15,7506.29,7444.99,7489.62,7390.3,7460.89,7477.19,7433.97,7388.17,7356.53,7456.13,7334.04,7512.5,7341.15,7506.29,iTransformer,TCN,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.0,0.01,0.01,0.0,0.02,0.02,0.02,7506.29,TCN 2024-05-08,7448.62,7504.08,7483.78,7341.15,7449.91,7422.82,7453.71,7472.99,7488.15,7506.29,7444.99,7489.62,7390.3,7460.89,7477.19,7433.97,7388.17,7356.53,7456.13,7334.04,7512.5,7456.13,7489.62,TiDE,DilatedRNN,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.0,0.01,0.01,0.0,0.02,0.02,0.02,7506.29,TCN
2024-05-09,7489.41,7492.55,7538.78,7228.58,7471.97,7432.32,7488.34,7522.5,7548.68,7532.69,7450.95,7550.51,7421.94,7462.06,7500.77,7464.86,7394.79,7365.0,7478.99,7376.05,7505.0,7365.0,7548.68,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.01,7500.77,NLinear 2024-05-09,7489.41,7492.55,7538.78,7228.58,7471.97,7432.32,7488.34,7522.5,7548.68,7532.69,7450.95,7550.51,7421.94,7462.06,7500.77,7464.86,7394.79,7365.0,7478.99,7376.05,7505.0,7478.99,7550.51,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.01,7500.77,NLinear
2024-05-10,7502.58,7503.25,7515.71,7238.33,7480.19,7439.46,7474.0,7502.34,7519.2,7530.79,7445.66,7522.23,7430.08,7469.07,7501.89,7461.89,7402.07,7366.89,7475.33,7327.73,7477.5,7327.73,7522.23,DeepNPTS,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.01,0.0,0.01,0.03,0.01,0.01,7475.33,TiDE 2024-05-10,7502.58,7503.25,7515.71,7238.33,7480.19,7439.46,7474.0,7502.34,7519.2,7530.79,7445.66,7522.23,7430.08,7469.07,7501.89,7461.89,7402.07,7366.89,7475.33,7327.73,7477.5,7475.33,7522.23,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.01,0.0,0.01,0.03,0.01,0.01,7475.33,TiDE
2024-05-11,7477.01,7468.49,7487.68,7269.38,7466.02,7463.35,7461.11,7477.54,7492.72,7517.63,7434.93,7478.03,7432.49,7469.02,7476.03,7443.91,7409.29,7377.38,7464.25,7457.58,7475.0,7377.38,7492.72,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.03,0.01,0.01,7476.03,NLinear 2024-05-11,7477.01,7468.49,7487.68,7269.38,7466.02,7463.35,7461.11,7477.54,7492.72,7517.63,7434.93,7478.03,7432.49,7469.02,7476.03,7443.91,7409.29,7377.38,7464.25,7457.58,7475.0,7464.25,7487.68,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.03,0.01,0.01,7476.03,NLinear
2024-05-13,7485.15,7465.77,7491.34,7315.73,7466.45,7476.06,7467.47,7489.51,7496.05,7504.56,7435.73,7466.04,7449.36,7487.14,7477.51,7445.1,7416.69,7406.58,7470.81,7469.83,7485.0,7406.58,7496.05,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7485.15,NHITS 2024-05-13,7485.15,7465.77,7491.34,7315.73,7466.45,7476.06,7467.47,7489.51,7496.05,7504.56,7435.73,7466.04,7449.36,7487.14,7477.51,7445.1,7416.69,7406.58,7470.81,7469.83,7485.0,7466.04,7491.34,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7485.15,NHITS
2024-05-14,7477.14,7476.03,7503.63,7392.31,7473.35,7492.1,7466.7,7485.68,7508.49,7498.11,7457.67,7471.83,7481.71,7489.56,7496.26,7459.57,7425.19,7437.05,7474.59,7482.29,7507.5,7425.19,7508.49,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7508.49,GRU 2024-05-14,7477.14,7476.03,7503.63,7392.31,7473.35,7492.1,7466.7,7485.68,7508.49,7498.11,7457.67,7471.83,7481.71,7489.56,7496.26,7459.57,7425.19,7437.05,7474.59,7482.29,7507.5,7471.83,7503.63,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7508.49,GRU
2024-05-15,7489.91,7539.15,7530.81,7430.45,7490.52,7527.63,7486.06,7514.31,7538.25,7516.15,7484.43,7502.17,7517.09,7500.93,7501.97,7472.1,7430.11,7472.37,7495.54,7499.29,7510.0,7430.45,7538.25,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7514.31,RNN 2024-05-15,7489.91,7539.15,7530.81,7430.45,7490.52,7527.63,7486.06,7514.31,7538.25,7516.15,7484.43,7502.17,7517.09,7500.93,7501.97,7472.1,7430.11,7472.37,7495.54,7499.29,7510.0,7495.54,7530.81,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7514.31,RNN
2024-05-16,7488.49,7555.01,7527.53,7360.08,7500.79,7538.66,7505.81,7517.8,7533.73,7533.27,7499.3,7510.77,7524.22,7516.52,7497.59,7476.12,7433.61,7352.68,7509.44,7492.98,7525.0,7360.08,7538.66,iTransformer,TSMixerx,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.02,0.01,7524.22,MLP 2024-05-16,7488.49,7555.01,7527.53,7360.08,7500.79,7538.66,7505.81,7517.8,7533.73,7533.27,7499.3,7510.77,7524.22,7516.52,7497.59,7476.12,7433.61,7352.68,7509.44,7492.98,7525.0,7497.59,7527.53,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.02,0.01,7524.22,MLP
2024-05-17,7496.75,7566.11,7548.37,7326.43,7508.88,7531.27,7524.72,7533.79,7558.48,7556.27,7511.16,7535.63,7506.21,7526.92,7519.7,7497.23,7435.59,7309.13,7519.26,7481.67,7587.5,7326.43,7556.27,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.03,0.04,0.02,7566.11,Informer 2024-05-17,7496.75,7566.11,7548.37,7326.43,7508.88,7531.27,7524.72,7533.79,7558.48,7556.27,7511.16,7535.63,7506.21,7526.92,7519.7,7497.23,7435.59,7309.13,7519.26,7481.67,7587.5,7519.26,7548.37,TiDE,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.03,0.04,0.02,7566.11,Informer
2024-05-20,7554.62,7644.92,7627.44,7350.25,7547.01,7528.24,7595.91,7612.28,7643.46,7596.9,7537.82,7612.63,7530.43,7539.71,7591.87,7521.2,7437.21,7296.11,7572.12,7571.91,7670.0,7350.25,7596.9,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,0.01,0.02,0.02,0.0,0.02,0.02,0.01,0.04,0.05,0.03,7644.92,Informer 2024-05-20,7554.62,7644.92,7627.44,7350.25,7547.01,7528.24,7595.91,7612.28,7643.46,7596.9,7537.82,7612.63,7530.43,7539.71,7591.87,7521.2,7437.21,7296.11,7572.12,7571.91,7670.0,7572.12,7627.44,TiDE,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,0.01,0.02,0.02,0.0,0.02,0.02,0.01,0.04,0.05,0.03,7644.92,Informer
2024-05-21,7646.42,7693.65,7721.68,7393.04,7609.44,7543.75,7674.38,7711.26,7740.31,7708.74,7555.53,7736.54,7598.73,7600.96,7672.61,7654.2,7439.66,7318.55,7645.34,7664.22,7677.5,7393.04,7736.54,iTransformer,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.0,0.04,0.05,0.03,7674.38,PatchTST 2024-05-21,7646.42,7693.65,7721.68,7393.04,7609.44,7543.75,7674.38,7711.26,7740.31,7708.74,7555.53,7736.54,7598.73,7600.96,7672.61,7654.2,7439.66,7318.55,7645.34,7664.22,7677.5,7645.34,7736.54,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.0,0.04,0.05,0.03,7674.38,PatchTST
2024-05-22,7647.54,7700.36,7702.61,7435.01,7631.71,7537.14,7631.25,7700.74,7718.4,7716.27,7545.94,7739.61,7593.62,7631.05,7680.19,7632.13,7443.42,7351.65,7659.1,7656.57,7677.5,7435.01,7718.4,iTransformer,GRU,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.03,0.04,0.03,7680.19,NLinear 2024-05-22,7647.54,7700.36,7702.61,7435.01,7631.71,7537.14,7631.25,7700.74,7718.4,7716.27,7545.94,7739.61,7593.62,7631.05,7680.19,7632.13,7443.42,7351.65,7659.1,7656.57,7677.5,7659.1,7739.61,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.03,0.04,0.03,7680.19,NLinear
2024-05-23,7626.59,7682.93,7701.23,7486.0,7631.62,7534.77,7612.35,7702.06,7719.24,7711.33,7537.83,7734.65,7576.55,7652.62,7672.35,7630.37,7449.02,7363.8,7655.3,7639.01,7645.0,7449.02,7719.24,StemGNN,GRU,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.04,0.03,7639.01,DeepNPTS 2024-05-23,7626.59,7682.93,7701.23,7486.0,7631.62,7534.77,7612.35,7702.06,7719.24,7711.33,7537.83,7734.65,7576.55,7652.62,7672.35,7630.37,7449.02,7363.8,7655.3,7639.01,7645.0,7655.3,7734.65,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.04,0.03,7639.01,DeepNPTS
2024-05-24,7591.57,7687.27,7647.22,7466.98,7604.74,7520.95,7581.75,7648.48,7659.85,7665.49,7530.35,7681.59,7545.77,7650.82,7641.27,7555.51,7455.55,7342.27,7618.71,7587.36,7630.0,7455.55,7681.59,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.04,0.02,7641.27,NLinear 2024-05-24,7591.57,7687.27,7647.22,7466.98,7604.74,7520.95,7581.75,7648.48,7659.85,7665.49,7530.35,7681.59,7545.77,7650.82,7641.27,7555.51,7455.55,7342.27,7618.71,7587.36,7630.0,7618.71,7681.59,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.04,0.02,7641.27,NLinear
2024-05-27,7587.08,7608.34,7637.65,7450.73,7586.27,7503.4,7584.06,7621.78,7653.85,7607.25,7528.53,7654.25,7532.07,7610.58,7622.67,7533.82,7463.42,7326.06,7605.99,7588.43,7650.0,7450.73,7653.85,iTransformer,GRU,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.02,7653.85,GRU 2024-05-27,7587.08,7608.34,7637.65,7450.73,7586.27,7503.4,7584.06,7621.78,7653.85,7607.25,7528.53,7654.25,7532.07,7610.58,7622.67,7533.82,7463.42,7326.06,7605.99,7588.43,7650.0,7605.99,7654.25,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.02,7653.85,GRU
2024-05-28,7607.55,7589.48,7669.13,7484.61,7597.73,7514.83,7601.71,7664.22,7686.82,7632.27,7530.03,7686.72,7537.27,7603.04,7629.19,7550.99,7471.71,7363.76,7623.46,7633.98,7690.0,7471.71,7633.98,StemGNN,DeepNPTS,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.03,7686.82,GRU 2024-05-28,7607.55,7589.48,7669.13,7484.61,7597.73,7514.83,7601.71,7664.22,7686.82,7632.27,7530.03,7686.72,7537.27,7603.04,7629.19,7550.99,7471.71,7363.76,7623.46,7633.98,7690.0,7623.46,7686.72,TiDE,DilatedRNN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.03,7686.82,GRU
2024-05-29,7652.84,7571.3,7717.47,7556.94,7630.25,7549.12,7631.5,7713.28,7739.42,7692.04,7547.56,7739.16,7571.95,7633.92,7662.71,7577.13,7480.36,7443.68,7655.77,7631.62,7690.0,7480.36,7739.16,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7692.04,TCN 2024-05-29,7652.84,7571.3,7717.47,7556.94,7630.25,7549.12,7631.5,7713.28,7739.42,7692.04,7547.56,7739.16,7571.95,7633.92,7662.71,7577.13,7480.36,7443.68,7655.77,7631.62,7690.0,7655.77,7739.16,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7692.04,TCN
2024-05-30,7649.09,7577.62,7704.1,7550.92,7640.84,7541.27,7618.8,7709.13,7722.64,7686.08,7566.99,7726.25,7577.4,7647.87,7675.33,7588.57,7488.69,7495.95,7666.95,7588.98,7716.67,7495.95,7722.64,MLPMultivariate,GRU,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7722.64,GRU 2024-05-30,7649.09,7577.62,7704.1,7550.92,7640.84,7541.27,7618.8,7709.13,7722.64,7686.08,7566.99,7726.25,7577.4,7647.87,7675.33,7588.57,7488.69,7495.95,7666.95,7588.98,7716.67,7666.95,7726.25,TiDE,DilatedRNN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7722.64,GRU
2024-05-31,7659.8,7578.86,7740.46,7601.55,7658.13,7553.72,7626.85,7747.84,7766.91,7734.27,7586.04,7743.6,7606.83,7679.94,7715.32,7637.17,7496.29,7552.72,7694.43,7669.36,7740.0,7552.72,7747.84,MLPMultivariate,RNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.03,7740.46,LSTM 2024-05-31,7659.8,7578.86,7740.46,7601.55,7658.13,7553.72,7626.85,7747.84,7766.91,7734.27,7586.04,7743.6,7606.83,7679.94,7715.32,7637.17,7496.29,7552.72,7694.43,7669.36,7740.0,7694.43,7747.84,TiDE,RNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.03,7740.46,LSTM
2024-06-03,7680.57,7584.22,7758.74,7692.79,7682.17,7563.78,7631.12,7765.3,7782.34,7752.19,7594.94,7765.01,7648.73,7689.59,7745.42,7666.56,7503.34,7588.76,7712.73,7713.13,7720.0,7563.78,7765.3,TSMixerx,RNN,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.02,0.02,0.0,0.0,0.02,0.03,7713.13,DeepNPTS 2024-06-03,7680.57,7584.22,7758.74,7692.79,7682.17,7563.78,7631.12,7765.3,7782.34,7752.19,7594.94,7765.01,7648.73,7689.59,7745.42,7666.56,7503.34,7588.76,7712.73,7713.13,7720.0,7712.73,7765.3,TiDE,RNN,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.02,0.02,0.0,0.0,0.02,0.03,7713.13,DeepNPTS
2024-06-04,7665.76,7576.41,7723.4,7680.31,7679.08,7575.09,7632.31,7726.45,7745.14,7722.12,7593.83,7724.31,7634.57,7670.89,7705.0,7633.67,7509.08,7561.44,7702.17,7686.5,7650.0,7561.44,7726.45,MLPMultivariate,RNN,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7634.57,MLP 2024-06-04,7665.76,7576.41,7723.4,7680.31,7679.08,7575.09,7632.31,7726.45,7745.14,7722.12,7593.83,7724.31,7634.57,7670.89,7705.0,7633.67,7509.08,7561.44,7702.17,7686.5,7650.0,7702.17,7726.45,TiDE,RNN,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7634.57,MLP
2024-06-05,7606.92,7540.29,7633.46,7610.85,7632.48,7578.7,7615.23,7639.77,7644.89,7622.36,7580.73,7631.2,7599.78,7656.64,7623.31,7586.52,7512.73,7487.38,7640.26,7578.67,7620.0,7512.73,7644.89,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,7622.36,TCN 2024-06-05,7606.92,7540.29,7633.46,7610.85,7632.48,7578.7,7615.23,7639.77,7644.89,7622.36,7580.73,7631.2,7599.78,7656.64,7623.31,7586.52,7512.73,7487.38,7640.26,7578.67,7620.0,7623.31,7640.26,NLinear,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,7622.36,TCN
2024-06-06,7619.7,7540.46,7618.23,7535.66,7596.63,7595.6,7616.26,7613.33,7634.54,7580.04,7567.82,7615.22,7595.84,7629.27,7600.64,7572.07,7515.47,7439.33,7594.37,7568.71,7600.0,7515.47,7629.27,StemGNN,DLinear,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,7600.64,NLinear 2024-06-06,7619.7,7540.46,7618.23,7535.66,7596.63,7595.6,7616.26,7613.33,7634.54,7580.04,7567.82,7615.22,7595.84,7629.27,7600.64,7572.07,7515.47,7439.33,7594.37,7568.71,7600.0,7594.37,7618.23,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,7600.64,NLinear
2024-06-07,7615.71,7550.14,7598.83,7495.09,7580.49,7593.81,7616.27,7589.49,7612.05,7554.46,7556.42,7595.42,7595.1,7577.71,7587.54,7557.72,7518.27,7422.08,7579.2,7530.57,7606.67,7495.09,7615.71,iTransformer,NHITS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,7612.05,GRU 2024-06-07,7615.71,7550.14,7598.83,7495.09,7580.49,7593.81,7616.27,7589.49,7612.05,7554.46,7556.42,7595.42,7595.1,7577.71,7587.54,7557.72,7518.27,7422.08,7579.2,7530.57,7606.67,7579.2,7598.83,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,7612.05,GRU
2024-06-11,7601.74,7545.36,7617.55,7483.63,7583.14,7602.98,7622.97,7603.07,7634.47,7571.48,7561.7,7607.52,7596.83,7576.37,7597.98,7564.51,7521.23,7447.74,7590.24,7535.68,7620.0,7483.63,7622.97,iTransformer,PatchTST,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.02,0.01,7617.55,LSTM 2024-06-11,7601.74,7545.36,7617.55,7483.63,7583.14,7602.98,7622.97,7603.07,7634.47,7571.48,7561.7,7607.52,7596.83,7576.37,7597.98,7564.51,7521.23,7447.74,7590.24,7535.68,7620.0,7590.24,7617.55,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.02,0.01,7617.55,LSTM
2024-06-12,7595.89,7569.69,7634.83,7476.94,7595.18,7606.77,7623.29,7632.71,7651.71,7610.31,7578.85,7632.39,7571.4,7606.64,7609.63,7574.78,7524.16,7455.88,7602.32,7569.64,7673.33,7476.94,7610.31,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.03,0.02,7651.71,GRU 2024-06-12,7595.89,7569.69,7634.83,7476.94,7595.18,7606.77,7623.29,7632.71,7651.71,7610.31,7578.85,7632.39,7571.4,7606.64,7609.63,7574.78,7524.16,7455.88,7602.32,7569.64,7673.33,7602.32,7634.83,TiDE,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.03,0.02,7651.71,GRU
2024-06-13,7641.01,7622.33,7708.5,7521.55,7629.66,7648.57,7672.0,7705.26,7730.62,7749.36,7613.58,7719.29,7605.25,7661.15,7673.97,7611.91,7528.73,7519.31,7645.36,7563.04,7690.0,7521.55,7730.62,iTransformer,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7705.26,RNN 2024-06-13,7641.01,7622.33,7708.5,7521.55,7629.66,7648.57,7672.0,7705.26,7730.62,7749.36,7613.58,7719.29,7605.25,7661.15,7673.97,7611.91,7528.73,7519.31,7645.36,7563.04,7690.0,7645.36,7719.29,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7705.26,RNN
2024-06-14,7656.46,7645.11,7711.35,7577.17,7651.13,7647.51,7683.61,7716.14,7731.04,7786.84,7640.58,7734.56,7636.69,7681.25,7693.37,7630.44,7533.1,7553.32,7664.43,7573.6,7690.0,7553.32,7734.56,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,7693.37,NLinear 2024-06-14,7656.46,7645.11,7711.35,7577.17,7651.13,7647.51,7683.61,7716.14,7731.04,7786.84,7640.58,7734.56,7636.69,7681.25,7693.37,7630.44,7533.1,7553.32,7664.43,7573.6,7690.0,7664.43,7734.56,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,7693.37,NLinear
2024-06-17,7668.97,7660.65,7707.58,7561.25,7660.09,7645.73,7690.69,7707.57,7728.62,7790.44,7658.04,7732.91,7636.44,7670.13,7692.14,7629.07,7537.53,7588.31,7677.84,7647.88,7656.67,7561.25,7732.91,iTransformer,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.02,7658.04,BiTCN 2024-06-17,7668.97,7660.65,7707.58,7561.25,7660.09,7645.73,7690.69,7707.57,7728.62,7790.44,7658.04,7732.91,7636.44,7670.13,7692.14,7629.07,7537.53,7588.31,7677.84,7647.88,7656.67,7677.84,7732.91,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.02,7658.04,BiTCN
2024-06-18,7648.69,7647.44,7657.3,7511.84,7644.72,7630.99,7660.46,7661.83,7671.58,7709.01,7646.41,7688.98,7600.83,7643.53,7658.19,7608.7,7541.74,7553.19,7656.77,7650.67,7656.67,7541.74,7688.98,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.02,7656.77,TiDE 2024-06-18,7648.69,7647.44,7657.3,7511.84,7644.72,7630.99,7660.46,7661.83,7671.58,7709.01,7646.41,7688.98,7600.83,7643.53,7658.19,7608.7,7541.74,7553.19,7656.77,7650.67,7656.67,7656.77,7688.98,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.02,7656.77,TiDE
2024-06-19,7717.45,7666.0,7670.33,7520.23,7635.96,7617.99,7659.58,7660.73,7689.14,7667.13,7633.78,7690.19,7602.78,7635.72,7655.59,7608.17,7544.92,7544.78,7635.34,7654.29,7670.0,7544.78,7690.19,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.02,0.02,7670.33,LSTM 2024-06-19,7717.45,7666.0,7670.33,7520.23,7635.96,7617.99,7659.58,7660.73,7689.14,7667.13,7633.78,7690.19,7602.78,7635.72,7655.59,7608.17,7544.92,7544.78,7635.34,7654.29,7670.0,7635.34,7690.19,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.02,0.02,7670.33,LSTM
2024-06-20,7741.04,7693.88,7686.97,7567.39,7640.5,7624.09,7651.69,7683.71,7704.51,7695.4,7628.74,7714.59,7644.29,7644.75,7667.42,7626.49,7548.34,7561.63,7630.83,7666.16,7680.0,7561.63,7714.59,MLPMultivariate,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.02,7683.71,RNN 2024-06-20,7741.04,7693.88,7686.97,7567.39,7640.5,7624.09,7651.69,7683.71,7704.51,7695.4,7628.74,7714.59,7644.29,7644.75,7667.42,7626.49,7548.34,7561.63,7630.83,7666.16,7680.0,7630.83,7714.59,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.02,7683.71,RNN
2024-06-21,7702.76,7688.15,7697.32,7612.87,7652.19,7642.97,7654.44,7693.22,7716.37,7728.08,7628.33,7724.77,7677.81,7669.14,7678.6,7633.89,7552.64,7573.85,7647.56,7666.95,7680.0,7573.85,7724.77,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7678.6,NLinear 2024-06-21,7702.76,7688.15,7697.32,7612.87,7652.19,7642.97,7654.44,7693.22,7716.37,7728.08,7628.33,7724.77,7677.81,7669.14,7678.6,7633.89,7552.64,7573.85,7647.56,7666.95,7680.0,7647.56,7724.77,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7678.6,NLinear
2024-06-24,7666.51,7682.79,7694.04,7581.34,7661.33,7643.75,7644.67,7699.11,7712.41,7720.88,7621.98,7715.66,7654.24,7680.46,7685.14,7635.35,7558.01,7572.07,7665.65,7669.45,7680.0,7572.07,7715.66,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7680.46,DLinear 2024-06-24,7666.51,7682.79,7694.04,7581.34,7661.33,7643.75,7644.67,7699.11,7712.41,7720.88,7621.98,7715.66,7654.24,7680.46,7685.14,7635.35,7558.01,7572.07,7665.65,7669.45,7680.0,7665.65,7715.66,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7680.46,DLinear
2024-06-25,7635.06,7702.77,7694.15,7551.08,7662.63,7668.97,7639.39,7697.1,7713.05,7727.82,7635.73,7696.7,7642.6,7695.54,7681.62,7638.46,7563.53,7590.37,7676.11,7670.29,7693.33,7563.53,7713.05,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,7694.15,LSTM 2024-06-25,7635.06,7702.77,7694.15,7551.08,7662.63,7668.97,7639.39,7697.1,7713.05,7727.82,7635.73,7696.7,7642.6,7695.54,7681.62,7638.46,7563.53,7590.37,7676.11,7670.29,7693.33,7676.11,7697.1,TiDE,RNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,7694.15,LSTM
2024-06-26,7649.64,7721.72,7711.35,7582.14,7666.93,7678.08,7646.0,7712.14,7733.13,7739.67,7653.96,7713.9,7646.94,7715.36,7695.62,7646.05,7568.72,7606.04,7690.87,7683.98,7716.67,7582.14,7733.13,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.01,0.02,7715.36,DLinear 2024-06-26,7649.64,7721.72,7711.35,7582.14,7666.93,7678.08,7646.0,7712.14,7733.13,7739.67,7653.96,7713.9,7646.94,7715.36,7695.62,7646.05,7568.72,7606.04,7690.87,7683.98,7716.67,7690.87,7713.9,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.01,0.02,7715.36,DLinear
2024-06-27,7668.78,7726.75,7736.6,7605.33,7678.27,7679.7,7667.02,7739.2,7761.5,7762.53,7676.67,7745.12,7650.41,7704.75,7709.23,7649.62,7573.25,7663.1,7698.53,7634.07,7723.33,7605.33,7761.5,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.02,7726.75,Informer 2024-06-27,7668.78,7726.75,7736.6,7605.33,7678.27,7679.7,7667.02,7739.2,7761.5,7762.53,7676.67,7745.12,7650.41,7704.75,7709.23,7649.62,7573.25,7663.1,7698.53,7634.07,7723.33,7698.53,7745.12,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.02,7726.75,Informer
2024-06-28,7678.55,7779.76,7736.77,7635.71,7686.45,7652.34,7673.52,7741.3,7761.03,7772.07,7686.61,7750.62,7643.94,7685.82,7713.25,7644.23,7577.58,7691.8,7703.73,7613.67,7730.0,7613.67,7772.07,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7736.77,LSTM 2024-06-28,7678.55,7779.76,7736.77,7635.71,7686.45,7652.34,7673.52,7741.3,7761.03,7772.07,7686.61,7750.62,7643.94,7685.82,7713.25,7644.23,7577.58,7691.8,7703.73,7613.67,7730.0,7703.73,7750.62,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7736.77,LSTM
2024-07-01,7707.72,7821.05,7743.39,7658.27,7693.71,7649.98,7708.01,7749.89,7768.63,7769.01,7691.71,7759.06,7661.72,7689.95,7721.16,7646.0,7582.32,7717.93,7715.57,7626.28,7763.33,7626.28,7769.01,DeepNPTS,TCN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7759.06,DilatedRNN 2024-07-01,7707.72,7821.05,7743.39,7658.27,7693.71,7649.98,7708.01,7749.89,7768.63,7769.01,7691.71,7759.06,7661.72,7689.95,7721.16,7646.0,7582.32,7717.93,7715.57,7626.28,7763.33,7715.57,7759.06,TiDE,DilatedRNN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7759.06,DilatedRNN
2024-07-02,7744.92,7840.94,7783.1,7679.4,7717.64,7653.13,7735.71,7787.06,7806.22,7806.74,7684.8,7796.63,7692.66,7722.76,7756.99,7667.11,7588.75,7762.75,7744.12,7687.62,7780.0,7653.13,7806.74,TSMixerx,TCN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.01,0.0,0.02,7783.1,LSTM 2024-07-02,7744.92,7840.94,7783.1,7679.4,7717.64,7653.13,7735.71,7787.06,7806.22,7806.74,7684.8,7796.63,7692.66,7722.76,7756.99,7667.11,7588.75,7762.75,7744.12,7687.62,7780.0,7744.12,7796.63,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.01,0.0,0.02,7783.1,LSTM
2024-07-03,7756.84,7833.03,7791.33,7692.3,7731.19,7658.64,7735.06,7794.67,7812.86,7828.05,7669.74,7808.23,7703.55,7736.59,7780.46,7680.14,7596.91,7800.42,7746.29,7766.54,7800.0,7658.64,7828.05,TSMixerx,TCN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.0,0.01,0.0,0.03,7800.42,MLPMultivariate 2024-07-03,7756.84,7833.03,7791.33,7692.3,7731.19,7658.64,7735.06,7794.67,7812.86,7828.05,7669.74,7808.23,7703.55,7736.59,7780.46,7680.14,7596.91,7800.42,7746.29,7766.54,7800.0,7746.29,7808.23,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.0,0.01,0.0,0.03,7800.42,MLPMultivariate
2024-07-04,7777.57,7802.46,7810.8,7710.33,7750.34,7672.56,7765.83,7815.34,7833.79,7856.35,7662.81,7828.12,7724.62,7755.44,7794.13,7694.62,7603.58,7779.04,7766.87,7784.54,7800.0,7662.81,7833.79,BiTCN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.01,0.0,0.03,7802.46,Informer 2024-07-04,7777.57,7802.46,7810.8,7710.33,7750.34,7672.56,7765.83,7815.34,7833.79,7856.35,7662.81,7828.12,7724.62,7755.44,7794.13,7694.62,7603.58,7779.04,7766.87,7784.54,7800.0,7766.87,7828.12,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.01,0.0,0.03,7802.46,Informer
2024-07-05,7774.44,7815.16,7802.19,7730.68,7760.77,7699.28,7772.52,7811.57,7823.36,7849.05,7671.7,7830.59,7724.65,7770.86,7787.98,7692.89,7610.96,7843.22,7780.92,7741.59,7766.67,7671.7,7843.22,BiTCN,MLPMultivariate,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7770.86,DLinear 2024-07-05,7774.44,7815.16,7802.19,7730.68,7760.77,7699.28,7772.52,7811.57,7823.36,7849.05,7671.7,7830.59,7724.65,7770.86,7787.98,7692.89,7610.96,7843.22,7780.92,7741.59,7766.67,7780.92,7830.59,TiDE,DilatedRNN,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7770.86,DLinear
2024-07-08,7741.65,7795.09,7758.82,7705.33,7739.58,7708.67,7729.86,7765.03,7781.33,7792.2,7676.97,7784.11,7681.38,7766.85,7757.01,7683.55,7620.04,7824.98,7761.16,7705.36,7746.67,7676.97,7795.09,BiTCN,Informer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,7741.65,NHITS 2024-07-08,7741.65,7795.09,7758.82,7705.33,7739.58,7708.67,7729.86,7765.03,7781.33,7792.2,7676.97,7784.11,7681.38,7766.85,7757.01,7683.55,7620.04,7824.98,7761.16,7705.36,7746.67,7757.01,7784.11,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,7741.65,NHITS
2024-07-09,7722.38,7773.33,7745.26,7703.88,7714.5,7696.2,7714.17,7753.77,7769.68,7768.35,7679.44,7764.17,7656.31,7739.11,7735.52,7682.56,7629.55,7730.01,7737.09,7674.54,7720.0,7656.31,7769.68,MLP,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,7722.38,NHITS 2024-07-09,7722.38,7773.33,7745.26,7703.88,7714.5,7696.2,7714.17,7753.77,7769.68,7768.35,7679.44,7764.17,7656.31,7739.11,7735.52,7682.56,7629.55,7730.01,7737.09,7674.54,7720.0,7735.52,7764.17,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,7722.38,NHITS
2024-07-10,7681.03,7717.21,7716.77,7678.92,7691.8,7673.83,7694.23,7723.21,7737.12,7743.38,7668.68,7735.7,7622.03,7709.89,7703.37,7681.63,7638.61,7685.62,7705.22,7572.7,7693.33,7622.03,7737.12,MLP,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,7694.23,PatchTST 2024-07-10,7681.03,7717.21,7716.77,7678.92,7691.8,7673.83,7694.23,7723.21,7737.12,7743.38,7668.68,7735.7,7622.03,7709.89,7703.37,7681.63,7638.61,7685.62,7705.22,7572.7,7693.33,7703.37,7735.7,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,7694.23,PatchTST
2024-07-11,7658.8,7691.9,7693.49,7628.34,7667.14,7692.16,7681.35,7691.85,7710.51,7719.48,7664.59,7703.51,7614.39,7682.58,7677.68,7669.17,7646.27,7670.81,7672.55,7596.51,7686.67,7614.39,7710.51,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7682.58,DLinear 2024-07-11,7658.8,7691.9,7693.49,7628.34,7667.14,7692.16,7681.35,7691.85,7710.51,7719.48,7664.59,7703.51,7614.39,7682.58,7677.68,7669.17,7646.27,7670.81,7672.55,7596.51,7686.67,7672.55,7703.51,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7682.58,DLinear
2024-07-12,7676.21,7648.01,7695.03,7632.62,7659.27,7675.71,7674.62,7698.63,7713.13,7720.5,7665.84,7702.99,7618.09,7679.03,7672.11,7670.97,7654.11,7660.48,7659.43,7646.45,7680.0,7632.62,7713.13,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7679.03,DLinear 2024-07-12,7676.21,7648.01,7695.03,7632.62,7659.27,7675.71,7674.62,7698.63,7713.13,7720.5,7665.84,7702.99,7618.09,7679.03,7672.11,7670.97,7654.11,7660.48,7659.43,7646.45,7680.0,7659.43,7702.99,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7679.03,DLinear
2024-07-15,7678.67,7635.19,7688.59,7673.16,7661.82,7659.83,7658.52,7688.36,7705.97,7715.21,7663.19,7697.0,7632.91,7676.23,7670.71,7666.72,7661.32,7665.77,7658.57,7673.79,7680.0,7635.19,7705.97,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7678.67,NHITS 2024-07-15,7678.67,7635.19,7688.59,7673.16,7661.82,7659.83,7658.52,7688.36,7705.97,7715.21,7663.19,7697.0,7632.91,7676.23,7670.71,7666.72,7661.32,7665.77,7658.57,7673.79,7680.0,7658.57,7697.0,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7678.67,NHITS
2024-07-16,7651.2,7671.86,7692.78,7689.27,7668.14,7660.76,7659.06,7692.61,7711.37,7719.34,7655.2,7696.32,7641.57,7667.54,7679.94,7684.55,7665.08,7669.1,7668.98,7684.14,7666.67,7651.2,7711.37,NHITS,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7667.54,DLinear 2024-07-16,7651.2,7671.86,7692.78,7689.27,7668.14,7660.76,7659.06,7692.61,7711.37,7719.34,7655.2,7696.32,7641.57,7667.54,7679.94,7684.55,7665.08,7669.1,7668.98,7684.14,7666.67,7668.98,7696.32,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7667.54,DLinear
2024-07-17,7641.06,7668.16,7673.47,7659.75,7664.64,7654.22,7660.93,7676.71,7690.06,7700.99,7651.0,7671.75,7644.48,7651.21,7663.0,7678.61,7664.98,7672.35,7664.72,7691.68,7660.0,7644.48,7691.68,MLP,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7659.75,iTransformer 2024-07-17,7641.06,7668.16,7673.47,7659.75,7664.64,7654.22,7660.93,7676.71,7690.06,7700.99,7651.0,7671.75,7644.48,7651.21,7663.0,7678.61,7664.98,7672.35,7664.72,7691.68,7660.0,7663.0,7676.71,NLinear,RNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7659.75,iTransformer
2024-07-18,7664.97,7658.16,7670.03,7637.79,7660.39,7658.64,7659.83,7666.5,7687.94,7698.48,7644.28,7672.95,7654.77,7652.12,7661.85,7665.94,7664.43,7680.07,7657.52,7684.03,7656.67,7644.28,7687.94,BiTCN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7657.52,TiDE 2024-07-18,7664.97,7658.16,7670.03,7637.79,7660.39,7658.64,7659.83,7666.5,7687.94,7698.48,7644.28,7672.95,7654.77,7652.12,7661.85,7665.94,7664.43,7680.07,7657.52,7684.03,7656.67,7657.52,7672.95,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7657.52,TiDE
2024-07-19,7665.55,7670.82,7667.21,7635.58,7660.33,7668.88,7658.37,7665.87,7684.4,7695.58,7643.1,7674.29,7663.73,7643.52,7663.89,7656.08,7663.77,7700.4,7657.96,7680.19,7656.67,7643.1,7695.58,BiTCN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,7656.08,TFT 2024-07-19,7665.55,7670.82,7667.21,7635.58,7660.33,7668.88,7658.37,7665.87,7684.4,7695.58,7643.1,7674.29,7663.73,7643.52,7663.89,7656.08,7663.77,7700.4,7657.96,7680.19,7656.67,7657.96,7674.29,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,7656.08,TFT
2024-07-22,7654.73,7659.6,7668.97,7621.64,7661.35,7680.21,7656.68,7664.04,7686.75,7703.27,7644.07,7678.37,7673.43,7659.15,7658.67,7652.07,7664.19,7711.59,7657.0,7666.68,7640.0,7666.68,7703.27,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,7644.07,BiTCN 2024-07-22,7654.73,7659.6,7668.97,7621.64,7661.35,7680.21,7656.68,7664.04,7686.75,7703.27,7644.07,7678.37,7673.43,7659.15,7658.67,7652.07,7664.19,7711.59,7657.0,7666.68,7640.0,7657.0,7678.37,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,7644.07,BiTCN
2024-07-23,7627.15,7658.63,7644.82,7588.28,7648.25,7672.14,7633.98,7642.58,7660.83,7681.31,7644.15,7657.65,7654.55,7659.5,7642.75,7629.61,7664.6,7699.0,7638.69,7648.38,7623.33,7648.38,7681.31,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7627.15,NHITS 2024-07-23,7627.15,7658.63,7644.82,7588.28,7648.25,7672.14,7633.98,7642.58,7660.83,7681.31,7644.15,7657.65,7654.55,7659.5,7642.75,7629.61,7664.6,7699.0,7638.69,7648.38,7623.33,7638.69,7657.65,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7627.15,NHITS
2024-07-24,7615.71,7655.36,7628.3,7592.22,7632.98,7642.48,7617.96,7623.56,7644.38,7647.41,7638.71,7634.55,7637.8,7656.28,7626.52,7606.37,7663.53,7680.98,7623.42,7643.56,7623.33,7606.37,7663.53,TFT,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7623.42,TiDE 2024-07-24,7615.71,7655.36,7628.3,7592.22,7632.98,7642.48,7617.96,7623.56,7644.38,7647.41,7638.71,7634.55,7637.8,7656.28,7626.52,7606.37,7663.53,7680.98,7623.42,7643.56,7623.33,7623.42,7634.55,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7623.42,TiDE
2024-07-25,7626.83,7642.02,7633.97,7613.05,7627.47,7633.41,7616.62,7627.67,7651.09,7641.83,7629.51,7638.69,7636.35,7667.25,7627.47,7601.07,7661.25,7681.91,7620.48,7654.3,7616.67,7613.05,7667.25,iTransformer,DLinear,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7616.62,PatchTST 2024-07-25,7626.83,7642.02,7633.97,7613.05,7627.47,7633.41,7616.62,7627.67,7651.09,7641.83,7629.51,7638.69,7636.35,7667.25,7627.47,7601.07,7661.25,7681.91,7620.48,7654.3,7616.67,7620.48,7638.69,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7616.62,PatchTST
2024-07-26,7632.33,7621.39,7624.53,7645.17,7622.88,7627.13,7601.44,7616.04,7639.72,7631.04,7618.54,7630.36,7640.37,7653.94,7615.76,7592.51,7658.74,7678.82,7610.2,7671.36,7606.67,7601.44,7671.36,PatchTST,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7610.2,TiDE 2024-07-26,7632.33,7621.39,7624.53,7645.17,7622.88,7627.13,7601.44,7616.04,7639.72,7631.04,7618.54,7630.36,7640.37,7653.94,7615.76,7592.51,7658.74,7678.82,7610.2,7671.36,7606.67,7610.2,7630.36,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7610.2,TiDE
2024-07-29,7639.82,7612.4,7614.2,7662.63,7615.06,7627.33,7595.58,7606.81,7629.6,7619.99,7608.54,7623.0,7640.1,7621.77,7607.57,7582.71,7655.3,7666.26,7606.59,7680.21,7593.33,7612.4,7666.26,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7595.58,PatchTST 2024-07-29,7639.82,7612.4,7614.2,7662.63,7615.06,7627.33,7595.58,7606.81,7629.6,7619.99,7608.54,7623.0,7640.1,7621.77,7607.57,7582.71,7655.3,7666.26,7606.59,7680.21,7593.33,7606.59,7623.0,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7595.58,PatchTST
2024-07-30,7622.59,7600.34,7599.37,7641.51,7603.54,7616.73,7589.47,7594.73,7613.76,7596.82,7595.43,7602.52,7632.35,7602.39,7598.68,7575.24,7651.04,7639.92,7595.3,7624.0,7593.33,7589.47,7641.51,PatchTST,iTransformer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7594.73,RNN 2024-07-30,7622.59,7600.34,7599.37,7641.51,7603.54,7616.73,7589.47,7594.73,7613.76,7596.82,7595.43,7602.52,7632.35,7602.39,7598.68,7575.24,7651.04,7639.92,7595.3,7624.0,7593.33,7594.73,7602.52,RNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7594.73,RNN
2024-07-31,7600.51,7608.84,7604.48,7579.51,7596.77,7610.01,7590.87,7595.07,7620.02,7591.9,7582.4,7602.83,7610.28,7587.6,7602.2,7574.55,7647.16,7610.42,7593.2,7617.02,7583.33,7579.51,7620.02,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7582.4,BiTCN 2024-07-31,7600.51,7608.84,7604.48,7579.51,7596.77,7610.01,7590.87,7595.07,7620.02,7591.9,7582.4,7602.83,7610.28,7587.6,7602.2,7574.55,7647.16,7610.42,7593.2,7617.02,7583.33,7593.2,7604.48,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7582.4,BiTCN
2024-08-01,7584.49,7591.16,7590.41,7528.96,7586.1,7592.44,7577.19,7583.06,7603.93,7577.83,7568.32,7587.83,7585.23,7581.5,7587.47,7558.95,7644.52,7583.24,7579.94,7590.3,7620.0,7558.95,7644.52,TFT,StemGNN,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,7603.93,GRU 2024-08-01,7584.49,7591.16,7590.41,7528.96,7586.1,7592.44,7577.19,7583.06,7603.93,7577.83,7568.32,7587.83,7585.23,7581.5,7587.47,7558.95,7644.52,7583.24,7579.94,7590.3,7620.0,7579.94,7590.41,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,7603.93,GRU
2024-08-02,7616.69,7597.32,7646.77,7566.6,7608.67,7612.44,7609.73,7635.09,7667.15,7621.61,7575.38,7644.41,7594.11,7601.34,7624.83,7610.86,7644.52,7601.45,7606.0,7619.89,7623.33,7575.38,7646.77,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,7624.83,NLinear 2024-08-02,7616.69,7597.32,7646.77,7566.6,7608.67,7612.44,7609.73,7635.09,7667.15,7621.61,7575.38,7644.41,7594.11,7601.34,7624.83,7610.86,7644.52,7601.45,7606.0,7619.89,7623.33,7606.0,7646.77,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,7624.83,NLinear
2024-08-05,7623.76,7589.96,7636.61,7586.84,7623.19,7622.18,7610.9,7632.09,7651.12,7634.57,7591.59,7646.92,7600.74,7606.68,7626.28,7616.17,7645.47,7618.92,7617.34,7621.26,7610.0,7589.96,7646.92,Informer,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7610.9,PatchTST 2024-08-05,7623.76,7589.96,7636.61,7586.84,7623.19,7622.18,7610.9,7632.09,7651.12,7634.57,7591.59,7646.92,7600.74,7606.68,7626.28,7616.17,7645.47,7618.92,7617.34,7621.26,7610.0,7617.34,7646.92,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7610.9,PatchTST
2024-08-06,7603.18,7595.41,7619.84,7605.93,7619.76,7611.85,7608.62,7610.0,7635.33,7619.08,7602.16,7622.48,7608.05,7622.34,7609.32,7605.97,7645.61,7639.88,7622.11,7612.49,7596.67,7612.49,7639.88,DeepNPTS,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7595.41,Informer 2024-08-06,7603.18,7595.41,7619.84,7605.93,7619.76,7611.85,7608.62,7610.0,7635.33,7619.08,7602.16,7622.48,7608.05,7622.34,7609.32,7605.97,7645.61,7639.88,7622.11,7612.49,7596.67,7609.32,7622.48,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7595.41,Informer
2024-08-07,7592.18,7592.88,7604.55,7626.97,7607.0,7596.99,7595.73,7603.8,7618.55,7598.38,7603.15,7605.98,7599.85,7619.7,7598.38,7599.85,7644.64,7643.84,7607.2,7614.27,7586.67,7598.38,7643.84,TCN,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7592.18,NHITS 2024-08-07,7592.18,7592.88,7604.55,7626.97,7607.0,7596.99,7595.73,7603.8,7618.55,7598.38,7603.15,7605.98,7599.85,7619.7,7598.38,7599.85,7644.64,7643.84,7607.2,7614.27,7586.67,7598.38,7607.2,NLinear,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7592.18,NHITS
2024-08-08,7586.15,7584.44,7594.6,7599.37,7593.31,7582.25,7584.57,7583.2,7608.71,7574.14,7597.16,7590.7,7575.04,7598.87,7586.78,7593.29,7641.55,7614.19,7591.35,7610.71,7583.33,7575.04,7614.19,MLP,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.2,RNN 2024-08-08,7586.15,7584.44,7594.6,7599.37,7593.31,7582.25,7584.57,7583.2,7608.71,7574.14,7597.16,7590.7,7575.04,7598.87,7586.78,7593.29,7641.55,7614.19,7591.35,7610.71,7583.33,7583.2,7594.6,RNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.2,RNN
2024-08-09,7576.48,7582.33,7593.27,7585.83,7584.16,7586.21,7583.9,7582.83,7607.38,7572.6,7593.07,7593.88,7574.76,7583.67,7577.9,7587.49,7638.0,7594.36,7581.23,7618.0,7583.33,7574.76,7618.0,MLP,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.67,DLinear 2024-08-09,7576.48,7582.33,7593.27,7585.83,7584.16,7586.21,7583.9,7582.83,7607.38,7572.6,7593.07,7593.88,7574.76,7583.67,7577.9,7587.49,7638.0,7594.36,7581.23,7618.0,7583.33,7577.9,7593.88,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.67,DLinear
2024-08-12,7575.63,7573.13,7594.56,7563.65,7581.98,7582.93,7582.0,7586.46,7608.74,7575.65,7589.75,7596.44,7572.66,7578.67,7573.81,7582.91,7634.55,7587.76,7580.69,7589.65,7586.67,7572.66,7608.74,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7586.46,RNN 2024-08-12,7575.63,7573.13,7594.56,7563.65,7581.98,7582.93,7582.0,7586.46,7608.74,7575.65,7589.75,7596.44,7572.66,7578.67,7573.81,7582.91,7634.55,7587.76,7580.69,7589.65,7586.67,7573.81,7596.44,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7586.46,RNN
2024-08-13,7576.85,7573.63,7599.73,7549.21,7581.67,7588.33,7586.28,7590.12,7614.35,7589.07,7587.63,7605.08,7577.5,7586.07,7579.82,7587.45,7632.09,7588.25,7584.79,7591.04,7593.33,7573.63,7614.35,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7591.04,DeepNPTS 2024-08-13,7576.85,7573.63,7599.73,7549.21,7581.67,7588.33,7586.28,7590.12,7614.35,7589.07,7587.63,7605.08,7577.5,7586.07,7579.82,7587.45,7632.09,7588.25,7584.79,7591.04,7593.33,7579.82,7605.08,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7591.04,DeepNPTS
2024-08-14,7588.26,7580.58,7608.2,7543.9,7583.36,7587.63,7592.55,7600.56,7623.21,7583.55,7584.06,7605.89,7590.91,7583.55,7593.7,7596.72,7629.95,7583.49,7588.25,7596.74,7590.0,7580.58,7623.21,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7590.91,MLP 2024-08-14,7588.26,7580.58,7608.2,7543.9,7583.36,7587.63,7592.55,7600.56,7623.21,7583.55,7584.06,7605.89,7590.91,7583.55,7593.7,7596.72,7629.95,7583.49,7588.25,7596.74,7590.0,7588.25,7608.2,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7590.91,MLP
2024-08-15,7593.08,7579.66,7601.46,7529.65,7582.26,7589.29,7589.51,7593.46,7615.52,7575.57,7576.29,7597.07,7586.9,7572.76,7588.46,7596.39,7627.37,7567.46,7583.96,7608.26,7583.33,7567.46,7615.52,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.96,TiDE 2024-08-15,7593.08,7579.66,7601.46,7529.65,7582.26,7589.29,7589.51,7593.46,7615.52,7575.57,7576.29,7597.07,7586.9,7572.76,7588.46,7596.39,7627.37,7567.46,7583.96,7608.26,7583.33,7583.96,7601.46,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.96,TiDE
2024-08-16,7586.15,7570.0,7593.93,7514.98,7578.33,7583.97,7580.97,7585.71,7608.0,7570.62,7570.11,7592.93,7577.51,7570.17,7584.04,7591.05,7624.35,7556.5,7577.98,7601.39,7583.33,7556.5,7608.0,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.97,TSMixerx 2024-08-16,7586.15,7570.0,7593.93,7514.98,7578.33,7583.97,7580.97,7585.71,7608.0,7570.62,7570.11,7592.93,7577.51,7570.17,7584.04,7591.05,7624.35,7556.5,7577.98,7601.39,7583.33,7577.98,7593.93,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.97,TSMixerx
2024-08-19,7594.75,7567.16,7595.88,7563.93,7579.27,7591.45,7583.53,7587.47,7610.1,7572.22,7566.63,7595.98,7578.81,7562.98,7580.2,7587.08,7621.38,7557.74,7578.12,7597.96,7570.0,7562.98,7610.1,DLinear,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7572.22,TCN 2024-08-19,7594.75,7567.16,7595.88,7563.93,7579.27,7591.45,7583.53,7587.47,7610.1,7572.22,7566.63,7595.98,7578.81,7562.98,7580.2,7587.08,7621.38,7557.74,7578.12,7597.96,7570.0,7578.12,7595.98,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7572.22,TCN
2024-08-20,7579.69,7549.51,7577.41,7576.12,7570.13,7587.28,7570.4,7568.66,7589.49,7566.75,7561.17,7580.98,7573.95,7559.21,7563.7,7578.24,7617.92,7548.49,7565.12,7585.64,7570.0,7549.51,7589.49,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7570.13,TSMixer 2024-08-20,7579.69,7549.51,7577.41,7576.12,7570.13,7587.28,7570.4,7568.66,7589.49,7566.75,7561.17,7580.98,7573.95,7559.21,7563.7,7578.24,7617.92,7548.49,7565.12,7585.64,7570.0,7563.7,7580.98,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7570.13,TSMixer
2024-08-21,7584.28,7549.39,7582.75,7575.37,7568.25,7584.27,7579.21,7573.01,7596.82,7568.56,7558.48,7580.19,7579.22,7555.77,7567.7,7568.89,7614.3,7552.89,7568.73,7573.09,7570.0,7552.89,7596.82,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7568.89,TFT 2024-08-21,7584.28,7549.39,7582.75,7575.37,7568.25,7584.27,7579.21,7573.01,7596.82,7568.56,7558.48,7580.19,7579.22,7555.77,7567.7,7568.89,7614.3,7552.89,7568.73,7573.09,7570.0,7567.7,7582.75,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7568.89,TFT
2024-08-22,7583.7,7563.72,7581.84,7578.46,7570.42,7585.17,7579.53,7573.96,7594.55,7566.88,7555.73,7579.72,7581.85,7557.41,7570.86,7564.07,7610.43,7557.83,7571.75,7572.58,7590.0,7557.41,7594.55,DLinear,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7594.55,GRU 2024-08-22,7583.7,7563.72,7581.84,7578.46,7570.42,7585.17,7579.53,7573.96,7594.55,7566.88,7555.73,7579.72,7581.85,7557.41,7570.86,7564.07,7610.43,7557.83,7571.75,7572.58,7590.0,7570.86,7581.84,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7594.55,GRU
2024-08-23,7591.69,7580.94,7610.27,7577.62,7583.99,7586.86,7595.8,7597.0,7626.16,7585.06,7560.51,7605.65,7586.47,7580.06,7588.23,7581.87,7607.35,7568.18,7586.91,7578.29,7583.33,7568.18,7610.27,MLPMultivariate,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.99,TSMixer 2024-08-23,7591.69,7580.94,7610.27,7577.62,7583.99,7586.86,7595.8,7597.0,7626.16,7585.06,7560.51,7605.65,7586.47,7580.06,7588.23,7581.87,7607.35,7568.18,7586.91,7578.29,7583.33,7586.91,7610.27,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.99,TSMixer
2024-08-26,7581.91,7582.1,7593.37,7570.0,7584.27,7593.48,7585.07,7587.27,7605.78,7577.06,7566.94,7596.79,7579.49,7588.08,7584.4,7576.37,7604.08,7567.01,7583.0,7593.89,7583.33,7567.01,7604.08,MLPMultivariate,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.0,TiDE 2024-08-26,7581.91,7582.1,7593.37,7570.0,7584.27,7593.48,7585.07,7587.27,7605.78,7577.06,7566.94,7596.79,7579.49,7588.08,7584.4,7576.37,7604.08,7567.01,7583.0,7593.89,7583.33,7583.0,7596.79,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.0,TiDE
2024-08-27,7578.77,7577.6,7597.72,7573.39,7582.92,7599.51,7582.85,7587.59,7612.76,7580.64,7569.93,7599.5,7577.81,7596.23,7580.95,7580.58,7600.83,7588.53,7585.49,7591.12,7610.0,7573.39,7612.76,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7612.76,GRU 2024-08-27,7578.77,7577.6,7597.72,7573.39,7582.92,7599.51,7582.85,7587.59,7612.76,7580.64,7569.93,7599.5,7577.81,7596.23,7580.95,7580.58,7600.83,7588.53,7585.49,7591.12,7610.0,7580.95,7599.5,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7612.76,GRU
2024-08-28,7603.34,7568.98,7633.48,7591.46,7600.26,7612.36,7604.12,7624.77,7650.61,7607.26,7590.22,7637.93,7594.21,7602.4,7610.4,7616.2,7598.77,7614.45,7603.8,7596.22,7610.0,7590.22,7637.93,BiTCN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7610.4,NLinear 2024-08-28,7603.34,7568.98,7633.48,7591.46,7600.26,7612.36,7604.12,7624.77,7650.61,7607.26,7590.22,7637.93,7594.21,7602.4,7610.4,7616.2,7598.77,7614.45,7603.8,7596.22,7610.0,7603.8,7637.93,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7610.4,NLinear
2024-08-29,7602.61,7574.91,7623.24,7595.74,7606.55,7612.5,7598.92,7611.27,7637.06,7603.43,7608.57,7629.72,7598.36,7592.65,7610.02,7615.47,7597.31,7606.99,7610.11,7601.69,7613.33,7592.65,7629.72,DLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7612.5,TSMixerx 2024-08-29,7602.61,7574.91,7623.24,7595.74,7606.55,7612.5,7598.92,7611.27,7637.06,7603.43,7608.57,7629.72,7598.36,7592.65,7610.02,7615.47,7597.31,7606.99,7610.11,7601.69,7613.33,7610.02,7629.72,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7612.5,TSMixerx
2024-08-30,7609.0,7602.09,7629.69,7595.23,7609.88,7619.16,7606.8,7620.17,7646.34,7613.65,7626.89,7634.24,7602.9,7605.2,7607.37,7615.43,7596.6,7613.78,7616.26,7596.19,7606.67,7596.19,7634.24,DeepNPTS,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7606.8,PatchTST 2024-08-30,7609.0,7602.09,7629.69,7595.23,7609.88,7619.16,7606.8,7620.17,7646.34,7613.65,7626.89,7634.24,7602.9,7605.2,7607.37,7615.43,7596.6,7613.78,7616.26,7596.19,7606.67,7607.37,7634.24,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7606.8,PatchTST
2024-09-02,7604.8,7611.23,7617.19,7590.73,7606.88,7617.54,7599.16,7613.64,7630.95,7601.78,7633.94,7625.12,7604.06,7602.78,7610.29,7605.22,7595.72,7615.25,7603.53,7588.05,7583.33,7588.05,7630.95,DeepNPTS,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7588.05,DeepNPTS 2024-09-02,7604.8,7611.23,7617.19,7590.73,7606.88,7617.54,7599.16,7613.64,7630.95,7601.78,7633.94,7625.12,7604.06,7602.78,7610.29,7605.22,7595.72,7615.25,7603.53,7588.05,7583.33,7603.53,7625.12,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7588.05,DeepNPTS
2024-09-03,7584.12,7599.74,7587.32,7583.98,7587.2,7593.44,7574.91,7577.95,7600.26,7575.75,7621.9,7590.64,7589.95,7583.71,7584.71,7571.91,7594.26,7601.55,7578.65,7585.84,7562.5,7575.75,7601.55,TCN,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,7571.91,TFT 2024-09-03,7584.12,7599.74,7587.32,7583.98,7587.2,7593.44,7574.91,7577.95,7600.26,7575.75,7621.9,7590.64,7589.95,7583.71,7584.71,7571.91,7594.26,7601.55,7578.65,7585.84,7562.5,7577.95,7590.64,RNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,7571.91,TFT
2024-09-04,7567.82,7576.5,7567.19,7571.67,7567.29,7574.64,7562.33,7562.51,7579.01,7547.71,7604.77,7562.58,7574.18,7572.53,7565.26,7556.47,7591.96,7588.91,7560.81,7582.39,7535.0,7547.71,7591.96,TCN,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.01,7547.71,TCN 2024-09-04,7567.82,7576.5,7567.19,7571.67,7567.29,7574.64,7562.33,7562.51,7579.01,7547.71,7604.77,7562.58,7574.18,7572.53,7565.26,7556.47,7591.96,7588.91,7560.81,7582.39,7535.0,7560.81,7567.19,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.01,7547.71,TCN
2024-09-05,7545.36,7552.7,7536.81,7572.77,7543.65,7554.34,7543.55,7530.69,7545.04,7525.55,7580.8,7526.22,7551.9,7551.99,7529.33,7540.59,7588.3,7577.33,7536.12,7562.67,7475.0,7525.55,7580.8,TCN,BiTCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7525.55,TCN 2024-09-05,7545.36,7552.7,7536.81,7572.77,7543.65,7554.34,7543.55,7530.69,7545.04,7525.55,7580.8,7526.22,7551.9,7551.99,7529.33,7540.59,7588.3,7577.33,7536.12,7562.67,7475.0,7526.22,7536.81,DilatedRNN,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7525.55,TCN
2024-09-06,7489.13,7530.06,7468.77,7567.33,7490.51,7523.74,7484.99,7463.25,7472.63,7487.4,7541.51,7450.58,7511.96,7517.22,7469.27,7511.44,7581.11,7568.4,7483.83,7535.0,7442.5,7487.4,7568.4,TCN,MLPMultivariate,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7450.58,DilatedRNN 2024-09-06,7489.13,7530.06,7468.77,7567.33,7490.51,7523.74,7484.99,7463.25,7472.63,7487.4,7541.51,7450.58,7511.96,7517.22,7469.27,7511.44,7581.11,7568.4,7483.83,7535.0,7442.5,7450.58,7483.83,DilatedRNN,TiDE,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7450.58,DilatedRNN
2024-09-09,7477.12,7518.37,7445.95,7539.01,7447.32,7499.81,7457.06,7440.96,7453.29,7463.9,7499.5,7414.84,7488.55,7477.18,7432.64,7497.93,7572.17,7548.29,7447.32,7475.0,7422.5,7453.29,7548.29,GRU,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7414.84,DilatedRNN 2024-09-09,7477.12,7518.37,7445.95,7539.01,7447.32,7499.81,7457.06,7440.96,7453.29,7463.9,7499.5,7414.84,7488.55,7477.18,7432.64,7497.93,7572.17,7548.29,7447.32,7475.0,7422.5,7414.84,7447.32,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7414.84,DilatedRNN
2024-09-10,7456.85,7501.8,7427.16,7514.64,7422.65,7479.61,7434.15,7419.56,7435.08,7450.96,7466.84,7396.45,7459.6,7444.46,7420.32,7478.98,7562.58,7523.61,7425.64,7442.5,7412.5,7435.08,7523.61,GRU,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7419.56,RNN 2024-09-10,7456.85,7501.8,7427.16,7514.64,7422.65,7479.61,7434.15,7419.56,7435.08,7450.96,7466.84,7396.45,7459.6,7444.46,7420.32,7478.98,7562.58,7523.61,7425.64,7442.5,7412.5,7396.45,7427.16,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7419.56,RNN
2024-09-11,7431.63,7488.65,7421.85,7484.77,7405.92,7468.94,7418.03,7409.36,7431.29,7444.13,7435.7,7386.46,7435.07,7418.62,7414.43,7467.43,7553.1,7497.19,7418.09,7422.5,7387.5,7422.5,7497.19,DeepNPTS,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7386.46,DilatedRNN 2024-09-11,7431.63,7488.65,7421.85,7484.77,7405.92,7468.94,7418.03,7409.36,7431.29,7444.13,7435.7,7386.46,7435.07,7418.62,7414.43,7467.43,7553.1,7497.19,7418.09,7422.5,7387.5,7386.46,7421.85,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7386.46,DilatedRNN
2024-09-12,7398.92,7473.74,7392.92,7436.31,7384.28,7455.46,7387.81,7391.31,7405.78,7437.62,7402.3,7358.95,7406.29,7400.44,7386.07,7451.55,7542.7,7450.64,7395.83,7412.51,7380.0,7398.92,7473.74,NHITS,Informer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,7384.28,TSMixer 2024-09-12,7398.92,7473.74,7392.92,7436.31,7384.28,7455.46,7387.81,7391.31,7405.78,7437.62,7402.3,7358.95,7406.29,7400.44,7386.07,7451.55,7542.7,7450.64,7395.83,7412.51,7380.0,7358.95,7395.83,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,7384.28,TSMixer
2024-09-13,7387.89,7452.98,7392.81,7394.62,7370.54,7445.65,7375.93,7386.79,7406.8,7437.69,7380.1,7357.82,7390.09,7401.12,7384.26,7432.34,7532.57,7427.63,7384.53,7387.57,7395.0,7370.54,7452.98,TSMixer,Informer,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,7394.62,iTransformer 2024-09-13,7387.89,7452.98,7392.81,7394.62,7370.54,7445.65,7375.93,7386.79,7406.8,7437.69,7380.1,7357.82,7390.09,7401.12,7384.26,7432.34,7532.57,7427.63,7384.53,7387.57,7395.0,7357.82,7392.81,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,7394.62,iTransformer
2024-09-14,7398.8,7448.38,7415.44,7368.94,7381.92,7434.69,7389.77,7404.15,7424.27,7446.08,7377.0,7380.42,7384.06,7403.66,7403.4,7426.29,7523.94,7425.34,7393.14,7381.05,7375.0,7381.05,7448.38,DeepNPTS,Informer,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7377.0,BiTCN 2024-09-14,7398.8,7448.38,7415.44,7368.94,7381.92,7434.69,7389.77,7404.15,7424.27,7446.08,7377.0,7380.42,7384.06,7403.66,7403.4,7426.29,7523.94,7425.34,7393.14,7381.05,7375.0,7380.42,7415.44,DilatedRNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7377.0,BiTCN
2024-09-18,7373.29,7433.29,7386.28,7329.25,7376.52,7412.15,7366.51,7377.15,7398.32,7444.71,7372.7,7360.6,7359.8,7382.27,7384.26,7407.78,7514.74,7414.36,7382.19,7396.33,7342.5,7396.33,7444.71,DeepNPTS,TCN,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7329.25,iTransformer 2024-09-18,7373.29,7433.29,7386.28,7329.25,7376.52,7412.15,7366.51,7377.15,7398.32,7444.71,7372.7,7360.6,7359.8,7382.27,7384.26,7407.78,7514.74,7414.36,7382.19,7396.33,7342.5,7360.6,7386.28,DilatedRNN,LSTM,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7329.25,iTransformer
2024-09-19,7345.12,7423.38,7354.42,7277.35,7354.17,7386.27,7350.0,7351.29,7372.91,7441.94,7368.46,7339.54,7347.83,7371.14,7345.66,7383.4,7504.32,7387.84,7357.27,7375.54,7325.0,7372.91,7441.94,GRU,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.02,7339.54,DilatedRNN 2024-09-19,7345.12,7423.38,7354.42,7277.35,7354.17,7386.27,7350.0,7351.29,7372.91,7441.94,7368.46,7339.54,7347.83,7371.14,7345.66,7383.4,7504.32,7387.84,7357.27,7375.54,7325.0,7339.54,7357.27,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.02,7339.54,DilatedRNN
2024-09-20,7342.11,7401.09,7341.36,7221.53,7336.63,7372.35,7341.57,7339.75,7361.3,7437.13,7368.07,7329.55,7347.69,7356.94,7335.71,7368.56,7493.44,7352.7,7337.79,7355.56,7340.0,7329.55,7437.13,DilatedRNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.0,0.02,7339.75,RNN 2024-09-20,7342.11,7401.09,7341.36,7221.53,7336.63,7372.35,7341.57,7339.75,7361.3,7437.13,7368.07,7329.55,7347.69,7356.94,7335.71,7368.56,7493.44,7352.7,7337.79,7355.56,7340.0,7329.55,7341.36,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.0,0.02,7339.75,RNN
2024-09-23,7367.46,7401.63,7362.13,7193.23,7341.63,7375.19,7357.71,7350.42,7378.34,7442.19,7372.96,7345.42,7355.94,7358.66,7345.75,7383.85,7484.01,7328.74,7335.99,7350.67,7310.0,7350.67,7442.19,DeepNPTS,TCN,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,7328.74,MLPMultivariate 2024-09-23,7367.46,7401.63,7362.13,7193.23,7341.63,7375.19,7357.71,7350.42,7378.34,7442.19,7372.96,7345.42,7355.94,7358.66,7345.75,7383.85,7484.01,7328.74,7335.99,7350.67,7310.0,7335.99,7362.13,TiDE,LSTM,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,7328.74,MLPMultivariate
2024-09-24,7347.11,7369.08,7327.08,7184.46,7324.37,7358.97,7324.65,7320.32,7345.2,7433.41,7367.03,7315.2,7335.14,7339.29,7318.8,7372.53,7473.5,7302.72,7309.44,7311.45,7280.0,7311.45,7433.41,DeepNPTS,TCN,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.03,7302.72,MLPMultivariate 2024-09-24,7347.11,7369.08,7327.08,7184.46,7324.37,7358.97,7324.65,7320.32,7345.2,7433.41,7367.03,7315.2,7335.14,7339.29,7318.8,7372.53,7473.5,7302.72,7309.44,7311.45,7280.0,7309.44,7327.08,TiDE,LSTM,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.03,7302.72,MLPMultivariate
2024-09-25,7337.68,7343.42,7309.85,7403.08,7300.53,7338.34,7316.54,7302.59,7327.5,7421.26,7354.32,7295.57,7333.55,7317.72,7283.23,7342.64,7462.0,7437.99,7292.34,7281.34,7315.0,7283.23,7437.99,NLinear,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.02,7316.54,PatchTST 2024-09-25,7337.68,7343.42,7309.85,7403.08,7300.53,7338.34,7316.54,7302.59,7327.5,7421.26,7354.32,7295.57,7333.55,7317.72,7283.23,7342.64,7462.0,7437.99,7292.34,7281.34,7315.0,7283.23,7309.85,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.02,7316.54,PatchTST
2024-09-26,7386.44,7341.61,7345.36,7435.37,7318.42,7346.22,7348.73,7340.58,7362.8,7431.2,7356.0,7324.47,7353.46,7337.65,7320.65,7354.6,7452.84,7508.93,7315.25,7315.34,7310.0,7315.34,7452.84,DeepNPTS,StemGNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.02,0.02,0.03,0.02,7315.25,TiDE 2024-09-26,7386.44,7341.61,7345.36,7435.37,7318.42,7346.22,7348.73,7340.58,7362.8,7431.2,7356.0,7324.47,7353.46,7337.65,7320.65,7354.6,7452.84,7508.93,7315.25,7315.34,7310.0,7315.25,7345.36,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.02,0.02,0.03,0.02,7315.25,TiDE
2024-09-27,7381.15,7328.46,7332.75,7406.75,7317.09,7346.12,7331.73,7320.92,7349.47,7429.06,7351.81,7309.78,7334.64,7314.31,7316.95,7352.38,7443.9,7528.81,7306.65,7311.16,7310.0,7309.78,7443.9,DilatedRNN,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.03,0.02,7309.78,DilatedRNN 2024-09-27,7381.15,7328.46,7332.75,7406.75,7317.09,7346.12,7331.73,7320.92,7349.47,7429.06,7351.81,7309.78,7334.64,7314.31,7316.95,7352.38,7443.9,7528.81,7306.65,7311.16,7310.0,7306.65,7332.75,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.03,0.02,7309.78,DilatedRNN
2024-09-29,7384.15,7327.32,7337.93,7345.99,7317.25,7344.34,7338.88,7327.86,7355.93,7435.85,7345.17,7314.27,7328.31,7307.46,7313.57,7350.19,7434.77,7530.15,7314.67,7313.31,7365.0,7313.31,7435.85,DeepNPTS,TCN,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7355.93,GRU 2024-09-29,7384.15,7327.32,7337.93,7345.99,7317.25,7344.34,7338.88,7327.86,7355.93,7435.85,7345.17,7314.27,7328.31,7307.46,7313.57,7350.19,7434.77,7530.15,7314.67,7313.31,7365.0,7313.57,7337.93,NLinear,LSTM,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7355.93,GRU
2024-09-30,7415.55,7352.2,7403.82,7401.76,7357.28,7360.55,7371.52,7392.1,7410.08,7468.94,7351.29,7374.02,7353.45,7336.29,7371.57,7373.65,7428.29,7573.34,7362.65,7365.42,7420.0,7351.29,7468.94,BiTCN,TCN,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.0,7415.55,NHITS 2024-09-30,7415.55,7352.2,7403.82,7401.76,7357.28,7360.55,7371.52,7392.1,7410.08,7468.94,7351.29,7374.02,7353.45,7336.29,7371.57,7373.65,7428.29,7573.34,7362.65,7365.42,7420.0,7362.65,7403.82,TiDE,LSTM,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.0,7415.55,NHITS
2024-10-08,7413.39,7409.56,7462.21,7444.58,7405.36,7396.59,7407.2,7431.76,7460.04,7500.73,7378.97,7438.91,7375.62,7365.27,7425.37,7423.06,7424.11,7630.56,7411.88,7419.61,7602.5,7375.62,7630.56,MLP,MLPMultivariate,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.03,0.03,0.01,0.02,0.0,0.02,7630.56,MLPMultivariate 2024-10-08,7413.39,7409.56,7462.21,7444.58,7405.36,7396.59,7407.2,7431.76,7460.04,7500.73,7378.97,7438.91,7375.62,7365.27,7425.37,7423.06,7424.11,7630.56,7411.88,7419.61,7602.5,7411.88,7462.21,TiDE,LSTM,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.03,0.03,0.01,0.02,0.0,0.02,7630.56,MLPMultivariate
2024-10-09,7579.91,7556.33,7696.39,7566.58,7555.9,7556.58,7630.08,7670.55,7702.68,7638.44,7573.12,7705.03,7584.66,7484.14,7607.14,7611.41,7424.18,7800.65,7574.46,7602.4,7602.5,7484.14,7705.03,DLinear,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.03,0.02,7602.4,DeepNPTS 2024-10-09,7579.91,7556.33,7696.39,7566.58,7555.9,7556.58,7630.08,7670.55,7702.68,7638.44,7573.12,7705.03,7584.66,7484.14,7607.14,7611.41,7424.18,7800.65,7574.46,7602.4,7602.5,7574.46,7705.03,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.03,0.02,7602.4,DeepNPTS
2024-10-10,7575.56,7596.86,7627.47,7619.68,7624.68,7621.92,7625.84,7623.26,7632.98,7668.69,7663.99,7679.77,7637.41,7542.54,7608.91,7600.68,7424.37,7820.1,7604.86,7602.44,7585.0,7542.54,7679.77,DLinear,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.02,7575.56,NHITS 2024-10-10,7575.56,7596.86,7627.47,7619.68,7624.68,7621.92,7625.84,7623.26,7632.98,7668.69,7663.99,7679.77,7637.41,7542.54,7608.91,7600.68,7424.37,7820.1,7604.86,7602.44,7585.0,7604.86,7679.77,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.02,7575.56,NHITS
2024-10-11,7628.35,7601.27,7618.62,7603.43,7626.54,7664.98,7622.66,7592.53,7625.98,7680.63,7699.01,7640.88,7648.54,7571.69,7587.7,7604.0,7424.4,7784.88,7600.0,7584.98,7575.0,7571.69,7699.01,DLinear,BiTCN,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.03,0.02,7571.69,DLinear 2024-10-11,7628.35,7601.27,7618.62,7603.43,7626.54,7664.98,7622.66,7592.53,7625.98,7680.63,7699.01,7640.88,7648.54,7571.69,7587.7,7604.0,7424.4,7784.88,7600.0,7584.98,7575.0,7587.7,7640.88,NLinear,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.03,0.02,7571.69,DLinear
2024-10-12,7633.67,7618.32,7594.08,7582.04,7603.76,7674.04,7605.06,7599.97,7602.33,7617.73,7715.68,7613.97,7646.51,7571.18,7574.51,7612.55,7424.28,7735.88,7567.15,7574.99,7576.67,7567.15,7715.68,TiDE,BiTCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.02,0.02,7574.99,DeepNPTS 2024-10-12,7633.67,7618.32,7594.08,7582.04,7603.76,7674.04,7605.06,7599.97,7602.33,7617.73,7715.68,7613.97,7646.51,7571.18,7574.51,7612.55,7424.28,7735.88,7567.15,7574.99,7576.67,7567.15,7613.97,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.02,0.02,7574.99,DeepNPTS
2024-10-14,7653.81,7630.65,7595.95,7555.79,7563.84,7673.07,7578.99,7559.27,7606.22,7590.25,7707.99,7611.86,7658.07,7556.69,7561.98,7637.48,7424.14,7701.3,7546.09,7576.52,7565.0,7546.09,7701.3,TiDE,MLPMultivariate,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.02,0.02,7563.84,TSMixer 2024-10-14,7653.81,7630.65,7595.95,7555.79,7563.84,7673.07,7578.99,7559.27,7606.22,7590.25,7707.99,7611.86,7658.07,7556.69,7561.98,7637.48,7424.14,7701.3,7546.09,7576.52,7565.0,7546.09,7611.86,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.02,0.02,7563.84,TSMixer
2024-10-15,7596.77,7620.22,7575.49,7504.66,7541.02,7645.56,7550.41,7563.09,7584.59,7583.52,7686.62,7594.43,7631.93,7525.27,7535.71,7624.88,7423.75,7647.81,7536.93,7564.88,7527.5,7504.66,7647.81,iTransformer,MLPMultivariate,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.02,0.01,7525.27,DLinear 2024-10-15,7596.77,7620.22,7575.49,7504.66,7541.02,7645.56,7550.41,7563.09,7584.59,7583.52,7686.62,7594.43,7631.93,7525.27,7535.71,7624.88,7423.75,7647.81,7536.93,7564.88,7527.5,7535.71,7594.43,NLinear,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.02,0.01,7525.27,DLinear
2024-10-16,7537.38,7620.99,7528.69,7451.79,7512.35,7561.82,7499.04,7525.2,7534.81,7547.84,7628.83,7523.73,7571.32,7509.33,7482.41,7535.02,7422.73,7588.29,7511.74,7511.9,7477.5,7451.79,7620.99,iTransformer,Informer,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.01,0.02,0.01,0.0,0.01,0.01,7482.41,NLinear 2024-10-16,7537.38,7620.99,7528.69,7451.79,7512.35,7561.82,7499.04,7525.2,7534.81,7547.84,7628.83,7523.73,7571.32,7509.33,7482.41,7535.02,7422.73,7588.29,7511.74,7511.9,7477.5,7482.41,7528.69,NLinear,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.01,0.02,0.01,0.0,0.01,0.01,7482.41,NLinear
2024-10-17,7490.33,7601.67,7475.72,7413.38,7458.59,7485.5,7430.83,7471.65,7480.05,7518.8,7557.3,7453.42,7502.93,7485.75,7450.03,7454.11,7420.69,7541.86,7464.34,7475.21,7467.5,7420.69,7557.3,StemGNN,BiTCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.01,7464.34,TiDE 2024-10-17,7490.33,7601.67,7475.72,7413.38,7458.59,7485.5,7430.83,7471.65,7480.05,7518.8,7557.3,7453.42,7502.93,7485.75,7450.03,7454.11,7420.69,7541.86,7464.34,7475.21,7467.5,7450.03,7475.72,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.01,7464.34,TiDE
2024-10-18,7478.69,7618.04,7477.15,7401.91,7435.49,7470.61,7414.93,7471.33,7483.34,7473.51,7506.43,7414.35,7464.17,7435.23,7464.47,7434.98,7418.43,7530.27,7448.03,7474.44,7370.0,7435.49,7530.27,TSMixer,MLPMultivariate,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.01,0.0,0.02,0.01,7401.91,iTransformer 2024-10-18,7478.69,7618.04,7477.15,7401.91,7435.49,7470.61,7414.93,7471.33,7483.34,7473.51,7506.43,7414.35,7464.17,7435.23,7464.47,7434.98,7418.43,7530.27,7448.03,7474.44,7370.0,7414.35,7477.15,DilatedRNN,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.01,0.0,0.02,0.01,7401.91,iTransformer
2024-10-21,7351.33,7464.07,7351.7,7378.64,7367.16,7417.71,7318.49,7356.18,7369.51,7432.82,7407.67,7312.07,7372.31,7358.34,7360.04,7332.51,7413.26,7488.47,7360.11,7466.75,7362.5,7318.49,7466.75,PatchTST,DeepNPTS,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.02,0.01,7360.11,TiDE 2024-10-21,7351.33,7464.07,7351.7,7378.64,7367.16,7417.71,7318.49,7356.18,7369.51,7432.82,7407.67,7312.07,7372.31,7358.34,7360.04,7332.51,7413.26,7488.47,7360.11,7466.75,7362.5,7312.07,7360.11,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.02,0.01,7360.11,TiDE
2024-10-22,7344.0,7420.61,7372.97,7356.97,7340.58,7344.55,7320.62,7369.73,7394.98,7425.47,7345.69,7321.17,7352.98,7331.07,7343.6,7349.05,7407.93,7482.92,7340.69,7370.03,7346.67,7321.17,7425.47,DilatedRNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7345.69,BiTCN 2024-10-22,7344.0,7420.61,7372.97,7356.97,7340.58,7344.55,7320.62,7369.73,7394.98,7425.47,7345.69,7321.17,7352.98,7331.07,7343.6,7349.05,7407.93,7482.92,7340.69,7370.03,7346.67,7321.17,7372.97,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7345.69,BiTCN
2024-10-23,7318.68,7349.63,7351.23,7343.76,7327.8,7308.26,7313.73,7354.39,7369.49,7419.87,7297.33,7311.08,7333.77,7306.12,7315.16,7342.97,7402.13,7461.36,7329.76,7362.57,7357.5,7306.12,7419.87,DLinear,TCN,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,7354.39,RNN 2024-10-23,7318.68,7349.63,7351.23,7343.76,7327.8,7308.26,7313.73,7354.39,7369.49,7419.87,7297.33,7311.08,7333.77,7306.12,7315.16,7342.97,7402.13,7461.36,7329.76,7362.57,7357.5,7311.08,7354.39,DilatedRNN,RNN,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,7354.39,RNN
2024-10-24,7332.02,7332.76,7374.31,7333.8,7329.64,7342.82,7343.69,7356.94,7392.53,7430.7,7278.94,7326.74,7325.37,7332.06,7342.69,7350.51,7396.69,7458.39,7342.08,7346.69,7352.5,7325.37,7430.7,MLP,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,7350.51,TFT 2024-10-24,7332.02,7332.76,7374.31,7333.8,7329.64,7342.82,7343.69,7356.94,7392.53,7430.7,7278.94,7326.74,7325.37,7332.06,7342.69,7350.51,7396.69,7458.39,7342.08,7346.69,7352.5,7326.74,7374.31,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,7350.51,TFT
2024-10-25,7341.74,7293.06,7366.42,7319.07,7339.96,7359.99,7370.54,7370.27,7382.04,7432.93,7259.45,7324.02,7321.69,7319.84,7359.37,7336.29,7391.29,7460.46,7358.44,7357.54,7372.5,7293.06,7432.93,Informer,TCN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.0,7370.54,PatchTST 2024-10-25,7341.74,7293.06,7366.42,7319.07,7339.96,7359.99,7370.54,7370.27,7382.04,7432.93,7259.45,7324.02,7321.69,7319.84,7359.37,7336.29,7391.29,7460.46,7358.44,7357.54,7372.5,7324.02,7370.27,DilatedRNN,RNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.0,7370.54,PatchTST
2024-10-28,7344.72,7319.59,7397.69,7322.86,7366.56,7356.09,7400.03,7384.1,7409.74,7443.96,7265.26,7362.26,7344.67,7345.9,7381.35,7355.78,7386.77,7474.65,7386.76,7352.37,7373.33,7319.59,7443.96,Informer,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,7366.56,TSMixer 2024-10-28,7344.72,7319.59,7397.69,7322.86,7366.56,7356.09,7400.03,7384.1,7409.74,7443.96,7265.26,7362.26,7344.67,7345.9,7381.35,7355.78,7386.77,7474.65,7386.76,7352.37,7373.33,7362.26,7397.69,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,7366.56,TSMixer
2024-10-29,7359.09,7309.05,7393.36,7346.79,7376.6,7374.11,7393.55,7384.43,7402.9,7452.68,7299.63,7378.7,7352.16,7395.18,7389.32,7366.07,7382.29,7455.52,7373.86,7373.17,7380.0,7309.05,7452.68,Informer,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,7378.7,DilatedRNN 2024-10-29,7359.09,7309.05,7393.36,7346.79,7376.6,7374.11,7393.55,7384.43,7402.9,7452.68,7299.63,7378.7,7352.16,7395.18,7389.32,7366.07,7382.29,7455.52,7373.86,7373.17,7380.0,7373.86,7393.36,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,7378.7,DilatedRNN
2024-10-30,7358.99,7341.46,7405.33,7416.18,7381.48,7426.02,7377.57,7389.75,7414.11,7470.71,7350.95,7408.24,7357.65,7411.46,7388.27,7396.68,7378.24,7473.96,7359.31,7391.33,7330.0,7381.48,7470.71,TSMixer,TCN,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,0.01,7341.46,Informer 2024-10-30,7358.99,7341.46,7405.33,7416.18,7381.48,7426.02,7377.57,7389.75,7414.11,7470.71,7350.95,7408.24,7357.65,7411.46,7388.27,7396.68,7378.24,7473.96,7359.31,7391.33,7330.0,7359.31,7408.24,TiDE,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,0.01,7341.46,Informer
2024-10-31,7312.56,7305.57,7340.64,7456.83,7354.07,7421.74,7296.75,7337.7,7358.05,7471.7,7350.27,7369.02,7348.39,7402.12,7340.37,7326.14,7372.69,7468.82,7330.87,7388.27,7340.0,7305.57,7468.82,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.02,0.02,0.0,7340.37,NLinear 2024-10-31,7312.56,7305.57,7340.64,7456.83,7354.07,7421.74,7296.75,7337.7,7358.05,7471.7,7350.27,7369.02,7348.39,7402.12,7340.37,7326.14,7372.69,7468.82,7330.87,7388.27,7340.0,7330.87,7369.02,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.02,0.02,0.0,7340.37,NLinear
2024-11-01,7343.08,7325.18,7365.97,7418.3,7350.28,7392.95,7324.07,7355.09,7382.28,7474.65,7365.08,7377.86,7372.56,7387.91,7340.9,7339.71,7367.81,7459.85,7335.55,7377.83,7363.33,7325.18,7459.85,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.01,0.0,7365.08,BiTCN 2024-11-01,7343.08,7325.18,7365.97,7418.3,7350.28,7392.95,7324.07,7355.09,7382.28,7474.65,7365.08,7377.86,7372.56,7387.91,7340.9,7339.71,7367.81,7459.85,7335.55,7377.83,7363.33,7335.55,7377.86,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.01,0.0,7365.08,BiTCN
2024-11-04,7386.98,7346.15,7387.89,7369.52,7364.33,7391.78,7341.57,7376.17,7396.97,7479.09,7375.33,7398.98,7399.13,7360.83,7360.96,7393.32,7364.03,7461.72,7357.11,7379.33,7360.0,7346.15,7461.72,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.83,DLinear 2024-11-04,7386.98,7346.15,7387.89,7369.52,7364.33,7391.78,7341.57,7376.17,7396.97,7479.09,7375.33,7398.98,7399.13,7360.83,7360.96,7393.32,7364.03,7461.72,7357.11,7379.33,7360.0,7357.11,7398.98,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.83,DLinear
2024-11-05,7391.64,7351.35,7380.57,7346.31,7361.38,7392.48,7346.13,7362.84,7391.88,7478.33,7376.7,7386.92,7404.12,7376.09,7372.73,7392.84,7360.4,7451.46,7349.65,7347.05,7357.5,7346.31,7451.46,iTransformer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.4,StemGNN 2024-11-05,7391.64,7351.35,7380.57,7346.31,7361.38,7392.48,7346.13,7362.84,7391.88,7478.33,7376.7,7386.92,7404.12,7376.09,7372.73,7392.84,7360.4,7451.46,7349.65,7347.05,7357.5,7349.65,7386.92,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.4,StemGNN
2024-11-06,7377.09,7346.7,7380.05,7335.56,7358.76,7378.26,7347.79,7375.06,7391.63,7476.48,7358.81,7383.4,7388.88,7361.92,7379.12,7385.59,7356.97,7412.7,7342.42,7377.96,7383.33,7342.42,7412.7,TiDE,MLPMultivariate,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7383.4,DilatedRNN 2024-11-06,7377.09,7346.7,7380.05,7335.56,7358.76,7378.26,7347.79,7375.06,7391.63,7476.48,7358.81,7383.4,7388.88,7361.92,7379.12,7385.59,7356.97,7412.7,7342.42,7377.96,7383.33,7342.42,7383.4,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7383.4,DilatedRNN
2024-11-07,7388.92,7358.83,7413.9,7342.16,7375.17,7391.05,7372.72,7398.94,7420.15,7477.76,7361.6,7396.03,7409.27,7366.39,7401.27,7405.46,7355.01,7421.77,7363.14,7384.18,7366.67,7355.01,7421.77,StemGNN,MLPMultivariate,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7366.39,DLinear 2024-11-07,7388.92,7358.83,7413.9,7342.16,7375.17,7391.05,7372.72,7398.94,7420.15,7477.76,7361.6,7396.03,7409.27,7366.39,7401.27,7405.46,7355.01,7421.77,7363.14,7384.18,7366.67,7363.14,7413.9,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7366.39,DLinear
2024-11-08,7353.58,7344.83,7383.68,7340.64,7369.75,7386.01,7355.9,7370.14,7393.42,7466.26,7359.23,7360.38,7396.27,7382.97,7375.96,7376.72,7353.13,7417.78,7356.34,7372.99,7383.33,7344.83,7417.78,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,7383.68,LSTM 2024-11-08,7353.58,7344.83,7383.68,7340.64,7369.75,7386.01,7355.9,7370.14,7393.42,7466.26,7359.23,7360.38,7396.27,7382.97,7375.96,7376.72,7353.13,7417.78,7356.34,7372.99,7383.33,7356.34,7383.68,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,7383.68,LSTM
2024-11-11,7379.68,7363.24,7413.31,7352.35,7379.62,7397.03,7377.89,7396.57,7420.56,7476.66,7373.14,7364.99,7411.73,7361.13,7384.96,7384.97,7352.16,7430.21,7378.04,7383.47,7340.0,7363.24,7430.21,Informer,MLPMultivariate,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7352.16,StemGNN 2024-11-11,7379.68,7363.24,7413.31,7352.35,7379.62,7397.03,7377.89,7396.57,7420.56,7476.66,7373.14,7364.99,7411.73,7361.13,7384.96,7384.97,7352.16,7430.21,7378.04,7383.47,7340.0,7364.99,7413.31,DilatedRNN,LSTM,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7352.16,StemGNN
2024-11-12,7341.77,7294.74,7349.73,7357.31,7360.36,7414.32,7341.37,7347.22,7365.44,7470.71,7359.69,7316.59,7389.09,7367.12,7335.55,7337.95,7350.08,7408.84,7358.53,7392.38,7306.67,7360.36,7414.32,TSMixer,TSMixerx,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,7316.59,DilatedRNN 2024-11-12,7341.77,7294.74,7349.73,7357.31,7360.36,7414.32,7341.37,7347.22,7365.44,7470.71,7359.69,7316.59,7389.09,7367.12,7335.55,7337.95,7350.08,7408.84,7358.53,7392.38,7306.67,7316.59,7358.53,DilatedRNN,TiDE,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,7316.59,DilatedRNN
2024-11-13,7381.98,7287.19,7351.89,7350.5,7376.17,7422.79,7383.6,7340.75,7387.01,7469.26,7353.83,7317.99,7432.26,7361.68,7364.91,7332.75,7348.14,7431.79,7365.84,7405.65,7323.33,7317.99,7432.26,DilatedRNN,MLP,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7317.99,DilatedRNN 2024-11-13,7381.98,7287.19,7351.89,7350.5,7376.17,7422.79,7383.6,7340.75,7387.01,7469.26,7353.83,7317.99,7432.26,7361.68,7364.91,7332.75,7348.14,7431.79,7365.84,7405.65,7323.33,7317.99,7365.84,DilatedRNN,TiDE,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7317.99,DilatedRNN
2024-11-14,7382.61,7254.22,7354.04,7348.43,7380.54,7393.63,7401.79,7312.58,7382.11,7465.35,7365.01,7333.27,7446.75,7349.96,7346.71,7327.26,7336.3,7436.18,7378.39,7422.76,7353.33,7312.58,7446.75,RNN,MLP,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.02,0.0,0.01,0.0,7354.04,LSTM 2024-11-14,7382.61,7254.22,7354.04,7348.43,7380.54,7393.63,7401.79,7312.58,7382.11,7465.35,7365.01,7333.27,7446.75,7349.96,7346.71,7327.26,7336.3,7436.18,7378.39,7422.76,7353.33,7312.58,7378.39,RNN,TiDE,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.02,0.0,0.01,0.0,7354.04,LSTM
2024-11-15,7381.57,7295.52,7368.15,7328.46,7378.27,7388.9,7390.94,7306.41,7388.54,7474.63,7368.29,7331.23,7442.02,7386.59,7333.92,7323.29,7347.5,7405.92,7384.14,7402.9,7393.33,7306.41,7442.02,RNN,MLP,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,7390.94,PatchTST 2024-11-15,7381.57,7295.52,7368.15,7328.46,7378.27,7388.9,7390.94,7306.41,7388.54,7474.63,7368.29,7331.23,7442.02,7386.59,7333.92,7323.29,7347.5,7405.92,7384.14,7402.9,7393.33,7306.41,7384.14,RNN,TiDE,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,7390.94,PatchTST
2024-11-18,7351.67,7319.07,7406.21,7316.12,7375.26,7372.63,7385.84,7357.07,7391.6,7479.03,7371.18,7359.46,7430.76,7360.74,7375.31,7320.7,7358.16,7380.2,7378.35,7394.49,7363.33,7319.07,7430.76,Informer,MLP,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7360.74,DLinear 2024-11-18,7351.67,7319.07,7406.21,7316.12,7375.26,7372.63,7385.84,7357.07,7391.6,7479.03,7371.18,7359.46,7430.76,7360.74,7375.31,7320.7,7358.16,7380.2,7378.35,7394.49,7363.33,7357.07,7406.21,RNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7360.74,DLinear
2024-11-19,7359.2,7325.43,7374.63,7342.03,7352.78,7343.61,7342.73,7372.25,7381.78,7449.07,7317.24,7350.61,7326.66,7375.86,7335.6,7364.06,7345.6,7354.37,7365.84,7367.14,,7325.43,7354.37,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,, 2024-11-19,7359.2,7325.43,7374.63,7342.03,7352.78,7343.61,7342.73,7372.25,7381.78,7449.07,7317.24,7350.61,7326.66,7375.86,7335.6,7364.06,7345.6,7354.37,7365.84,7367.14,,7365.84,7374.63,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
2024-11-20,7339.67,7303.26,7375.4,7320.67,7341.12,7339.04,7337.23,7369.62,7401.5,7449.81,7307.54,7353.7,7321.71,7326.19,7327.7,7355.31,7343.62,7344.18,7327.17,7372.86,,7303.26,7344.18,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,, 2024-11-20,7339.67,7303.26,7375.4,7320.67,7341.12,7339.04,7337.23,7369.62,7401.5,7449.81,7307.54,7353.7,7321.71,7326.19,7327.7,7355.31,7343.62,7344.18,7327.17,7372.86,,7327.17,7375.4,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
2024-11-21,7313.64,7310.42,7380.75,7315.62,7321.95,7387.1,7330.4,7346.73,7399.87,7443.93,7302.45,7366.74,7310.2,7341.94,7341.78,7348.73,7331.54,7333.94,7305.5,7363.12,,7310.42,7333.94,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,, 2024-11-21,7313.64,7310.42,7380.75,7315.62,7321.95,7387.1,7330.4,7346.73,7399.87,7443.93,7302.45,7366.74,7310.2,7341.94,7341.78,7348.73,7331.54,7333.94,7305.5,7363.12,,7305.5,7380.75,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
2024-11-22,7296.48,7321.02,7392.48,7309.1,7300.34,7376.25,7299.74,7331.89,7405.18,7451.16,7291.02,7360.91,7294.78,7323.82,7406.11,7343.82,7342.97,7315.08,7304.24,7363.37,,7321.02,7315.08,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,, 2024-11-22,7296.48,7321.02,7392.48,7309.1,7300.34,7376.25,7299.74,7331.89,7405.18,7451.16,7291.02,7360.91,7294.78,7323.82,7406.11,7343.82,7342.97,7315.08,7304.24,7363.37,,7304.24,7392.48,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
2024-11-25,7286.7,7319.39,7421.41,7314.21,7278.51,7335.19,7267.8,7370.68,7405.27,7454.45,7288.73,7384.35,7295.84,7330.96,7369.37,7341.7,7353.84,7304.88,7295.69,7353.22,,7319.39,7304.88,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,, 2024-11-25,7286.7,7319.39,7421.41,7314.21,7278.51,7335.19,7267.8,7370.68,7405.27,7454.45,7288.73,7384.35,7295.84,7330.96,7369.37,7341.7,7353.84,7304.88,7295.69,7353.22,,7295.69,7421.41,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,

1 ds NHITS Informer LSTM iTransformer TSMixer TSMixerx PatchTST RNN GRU TCN BiTCN DilatedRNN MLP DLinear NLinear TFT StemGNN MLPMultivariate TiDE DeepNPTS y min_within_quantile max_within_quantile min_model max_model NLinear_abs_error_rate RNN_abs_error_rate TiDE_abs_error_rate LSTM_abs_error_rate DilatedRNN_abs_error_rate PatchTST_abs_error_rate TSMixer_abs_error_rate NHITS_abs_error_rate GRU_abs_error_rate DLinear_abs_error_rate DeepNPTS_abs_error_rate TFT_abs_error_rate MLP_abs_error_rate Informer_abs_error_rate TSMixerx_abs_error_rate BiTCN_abs_error_rate TCN_abs_error_rate iTransformer_abs_error_rate MLPMultivariate_abs_error_rate StemGNN_abs_error_rate min_abs_error_rate_prediction min_abs_error_rate_column_name
2 2024-01-29 7327.54 7371.29 7327.98 7384.88 7303.02 7287.33 7292.89 7315.12 7343.6 7448.81 7326.19 7305.51 7323.52 7296.29 7310.33 7284.56 7305.08 7307.85 7296.64 7296.58 7305.0 7287.33 7296.64 7384.88 7327.98 TSMixerx TiDE iTransformer LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.02 0.01 0.0 0.0 7305.08 StemGNN
3 2024-01-30 7323.87 7345.87 7337.31 7389.43 7298.24 7304.34 7293.09 7323.49 7353.22 7449.26 7332.46 7312.26 7328.59 7281.35 7304.5 7300.72 7302.7 7318.95 7297.0 7304.78 7315.0 7293.09 7297.0 7389.43 7337.31 PatchTST TiDE iTransformer LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.01 0.0 0.0 7312.26 DilatedRNN
4 2024-01-31 7324.15 7346.47 7344.21 7380.46 7308.31 7304.1 7294.49 7331.7 7359.12 7457.24 7342.73 7323.04 7320.56 7292.95 7297.57 7318.6 7301.14 7334.67 7303.24 7314.47 7302.5 7294.49 7297.57 7380.46 7344.21 PatchTST NLinear iTransformer LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.02 0.01 0.0 0.0 7303.24 TiDE
5 2024-02-01 7310.36 7350.73 7330.01 7368.2 7301.07 7305.61 7286.25 7318.49 7346.67 7454.66 7335.99 7307.86 7320.18 7289.85 7286.74 7300.7 7300.0 7329.82 7302.62 7301.44 7275.0 7301.07 7286.74 7368.2 7330.01 TSMixer NLinear iTransformer LSTM 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.02 0.01 0.01 0.0 7286.25 PatchTST
6 2024-02-02 7293.69 7327.78 7309.33 7373.02 7273.72 7281.96 7266.09 7301.23 7324.77 7439.28 7308.17 7276.55 7291.01 7277.53 7261.4 7276.11 7297.48 7296.47 7281.35 7281.49 7242.5 7273.72 7261.4 7373.02 7309.33 TSMixer NLinear iTransformer LSTM 0.0 0.01 0.01 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.03 0.02 0.01 0.01 7261.4 NLinear
7 2024-02-04 7254.43 7283.66 7289.7 7339.78 7239.73 7246.94 7231.94 7275.87 7300.41 7419.08 7273.83 7247.99 7247.88 7248.6 7243.9 7245.49 7293.53 7245.1 7250.1 7275.04 7240.0 7239.73 7243.9 7339.78 7289.7 TSMixer NLinear iTransformer LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.02 0.01 0.0 0.01 7239.73 TSMixer
8 2024-02-05 7250.29 7259.14 7291.3 7286.88 7225.65 7210.31 7228.4 7274.82 7302.66 7410.31 7243.09 7250.31 7235.75 7227.82 7230.87 7230.15 7289.29 7232.53 7231.23 7243.13 7227.5 7225.65 7230.87 7302.66 7291.3 TSMixer NLinear GRU LSTM 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.03 0.01 0.0 0.01 7227.82 DLinear
9 2024-02-06 7238.12 7245.94 7284.38 7245.93 7214.97 7191.32 7208.56 7264.12 7290.83 7402.4 7214.51 7247.19 7215.73 7210.97 7213.27 7208.05 7284.47 7215.47 7216.57 7240.12 7246.67 7208.05 7213.27 7290.83 7284.38 TFT NLinear GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.02 0.0 0.0 0.01 7247.19 DilatedRNN
10 2024-02-07 7250.07 7249.58 7298.53 7246.31 7225.56 7233.26 7233.51 7282.69 7310.77 7411.92 7197.42 7269.31 7226.51 7226.73 7229.02 7225.51 7280.56 7230.76 7231.61 7227.76 7255.0 7225.51 7229.02 7310.77 7298.53 TFT NLinear GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.02 0.0 0.0 0.0 7250.07 NHITS
11 2024-02-08 7255.89 7238.05 7302.06 7239.05 7240.02 7246.68 7249.72 7290.17 7314.03 7416.26 7187.06 7274.24 7236.22 7231.46 7251.08 7240.22 7277.06 7237.26 7253.37 7246.68 7270.0 7231.46 7251.08 7314.03 7302.06 DLinear NLinear GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.0 0.01 0.02 0.0 0.0 0.0 7274.24 DilatedRNN
12 2024-02-18 7255.75 7235.38 7313.8 7233.69 7255.69 7255.58 7265.83 7300.25 7328.57 7421.75 7188.82 7284.88 7247.14 7230.47 7268.08 7275.0 7274.52 7246.07 7273.11 7254.99 7336.67 7230.47 7268.08 7421.75 7313.8 DLinear NLinear TCN LSTM 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.01 7328.57 GRU
13 2024-02-19 7328.24 7286.07 7381.02 7275.31 7308.41 7310.31 7327.43 7366.18 7388.41 7447.08 7280.03 7355.52 7284.43 7281.5 7344.23 7354.4 7273.63 7291.66 7323.83 7270.38 7350.0 7273.63 7323.83 7388.41 7381.02 StemGNN TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 7354.4 TFT
14 2024-02-20 7340.94 7314.03 7381.57 7320.35 7338.18 7366.51 7341.79 7363.28 7388.78 7459.81 7353.13 7385.1 7303.85 7305.54 7355.22 7374.68 7273.2 7317.23 7334.72 7315.85 7335.0 7303.85 7334.72 7388.78 7385.1 MLP TiDE GRU DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.01 7334.72 TiDE
15 2024-02-21 7328.09 7291.25 7364.24 7319.25 7332.97 7412.64 7331.43 7349.38 7375.82 7465.63 7385.73 7387.23 7307.38 7333.67 7337.79 7342.36 7272.39 7318.1 7325.39 7314.47 7297.5 7291.25 7325.39 7412.64 7387.23 Informer TiDE TSMixerx DilatedRNN 0.01 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.02 0.01 0.02 0.0 0.0 0.0 7291.25 Informer
16 2024-02-22 7287.87 7267.14 7325.02 7277.25 7305.41 7391.88 7303.83 7321.02 7340.78 7453.1 7382.02 7339.71 7294.56 7318.52 7298.75 7277.44 7270.51 7301.04 7291.38 7276.98 7285.0 7270.51 7291.38 7391.88 7339.71 StemGNN TiDE TSMixerx DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.02 0.0 0.0 0.0 7287.87 NHITS
17 2024-02-23 7274.4 7269.57 7318.81 7248.73 7289.09 7370.73 7297.79 7303.7 7335.42 7444.23 7366.25 7323.17 7289.08 7303.61 7282.35 7266.32 7268.19 7293.09 7280.01 7282.8 7306.67 7266.32 7280.01 7370.73 7323.17 TFT TiDE TSMixerx DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.02 0.01 0.0 0.01 7303.7 RNN
18 2024-02-26 7317.08 7264.94 7337.71 7258.44 7297.69 7360.07 7324.84 7325.02 7354.15 7444.26 7362.54 7327.9 7317.03 7295.98 7301.97 7291.58 7266.69 7302.36 7294.47 7344.75 7292.5 7264.94 7294.47 7362.54 7337.71 Informer TiDE BiTCN LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.02 0.0 0.0 0.0 7291.58 TFT
19 2024-02-27 7324.86 7265.31 7320.64 7250.01 7294.19 7304.11 7298.21 7308.62 7337.19 7439.27 7344.69 7310.37 7318.04 7292.7 7282.65 7268.99 7265.18 7294.64 7286.29 7335.9 7306.67 7265.18 7282.65 7344.69 7320.64 StemGNN NLinear BiTCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.02 0.01 0.0 0.01 7308.62 RNN
20 2024-02-28 7350.44 7289.53 7338.22 7309.69 7298.81 7324.0 7322.15 7329.78 7355.81 7445.01 7333.11 7324.66 7333.3 7311.24 7305.73 7297.46 7264.32 7302.66 7303.67 7363.84 7353.33 7289.53 7303.67 7363.84 7338.22 Informer TiDE DeepNPTS LSTM 0.01 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.01 7355.81 GRU
21 2024-02-29 7364.92 7312.73 7388.84 7333.98 7331.49 7367.62 7367.57 7377.53 7397.03 7453.38 7342.48 7349.71 7365.78 7333.87 7360.89 7322.64 7264.33 7322.6 7342.49 7352.62 7325.0 7312.73 7342.49 7397.03 7388.84 Informer TiDE GRU LSTM 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.02 0.0 0.0 0.01 7322.64 TFT
22 2024-03-01 7321.58 7316.24 7343.94 7309.51 7320.66 7330.76 7334.34 7332.16 7359.97 7443.02 7323.63 7307.3 7329.62 7315.68 7335.52 7305.79 7264.18 7304.35 7325.91 7320.04 7343.33 7304.35 7307.3 7359.97 7343.94 MLPMultivariate DilatedRNN GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 7343.94 LSTM
23 2024-03-04 7340.8 7317.33 7376.92 7311.15 7328.22 7340.47 7340.31 7365.15 7388.86 7450.74 7315.87 7323.96 7323.98 7333.25 7339.48 7315.33 7264.33 7301.3 7341.73 7340.63 7330.0 7301.3 7323.96 7388.86 7376.92 MLPMultivariate DilatedRNN GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.01 7328.22 TSMixer
24 2024-03-05 7315.29 7324.32 7350.44 7305.61 7325.74 7339.79 7318.97 7344.85 7365.55 7451.88 7304.36 7319.43 7316.46 7325.93 7321.51 7307.34 7264.21 7297.3 7327.12 7328.32 7310.0 7297.3 7319.43 7365.55 7350.44 MLPMultivariate DilatedRNN GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.01 7307.34 TFT
25 2024-03-06 7308.37 7325.7 7334.63 7294.16 7305.63 7325.18 7312.54 7318.27 7352.91 7447.44 7298.88 7308.51 7313.02 7309.36 7297.3 7288.71 7263.76 7286.98 7300.48 7306.5 7297.5 7286.98 7297.3 7352.91 7334.63 MLPMultivariate NLinear GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.0 7297.3 NLinear
26 2024-03-07 7299.86 7322.53 7324.67 7282.33 7294.87 7306.71 7313.41 7321.12 7342.72 7440.57 7289.94 7302.04 7319.49 7285.37 7297.06 7280.81 7263.15 7286.31 7293.88 7289.42 7290.0 7280.81 7293.88 7342.72 7324.67 TFT TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.0 7289.94 BiTCN
27 2024-03-08 7284.22 7300.35 7319.86 7274.83 7286.74 7293.73 7302.8 7307.93 7337.87 7436.35 7274.2 7299.68 7286.94 7284.21 7288.37 7276.83 7262.76 7277.18 7291.02 7296.59 7295.0 7274.2 7288.37 7337.87 7319.86 BiTCN NLinear GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.0 7293.73 TSMixerx
28 2024-03-11 7271.27 7287.88 7325.34 7269.57 7283.7 7281.61 7304.64 7315.33 7343.5 7434.85 7270.74 7301.9 7264.77 7297.51 7293.47 7279.98 7262.81 7273.09 7289.34 7281.02 7285.0 7264.77 7289.34 7343.5 7325.34 MLP TiDE GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.0 7283.7 TSMixer
29 2024-03-12 7252.84 7289.89 7316.38 7238.32 7271.27 7285.97 7283.58 7308.11 7333.67 7423.91 7273.67 7295.14 7244.6 7296.69 7275.31 7274.42 7264.09 7267.18 7270.4 7242.84 7283.33 7242.84 7270.4 7333.67 7316.38 DeepNPTS TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.02 0.01 0.0 0.0 7283.58 PatchTST
30 2024-03-13 7248.94 7289.63 7317.69 7233.04 7267.63 7290.31 7281.2 7307.19 7335.38 7425.88 7268.58 7309.18 7235.08 7304.14 7278.21 7275.33 7265.65 7265.26 7272.33 7235.62 7285.0 7235.08 7272.33 7335.38 7317.69 MLP TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.02 0.01 0.0 0.0 7281.2 PatchTST
31 2024-03-14 7265.67 7272.35 7319.05 7246.86 7274.3 7281.33 7285.09 7310.26 7336.26 7424.37 7279.02 7310.25 7246.55 7274.92 7288.54 7285.69 7269.2 7272.8 7280.93 7245.84 7277.5 7246.55 7280.93 7336.26 7319.05 MLP TiDE GRU LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.0 7279.02 BiTCN
32 2024-03-15 7268.02 7272.38 7313.29 7252.22 7272.37 7267.28 7274.58 7300.8 7329.86 7422.91 7276.36 7300.48 7249.94 7253.63 7269.2 7284.16 7271.75 7274.0 7279.15 7275.57 7353.33 7252.22 7269.2 7422.91 7313.29 iTransformer NLinear TCN LSTM 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 7329.86 GRU
33 2024-03-18 7347.52 7331.59 7398.1 7300.4 7319.2 7299.25 7365.29 7379.18 7404.8 7454.79 7304.76 7381.73 7306.57 7305.65 7353.59 7387.27 7274.58 7304.16 7330.82 7352.64 7387.5 7299.25 7330.82 7404.8 7398.1 TSMixerx TiDE GRU LSTM 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 7387.27 TFT
34 2024-03-19 7383.2 7377.06 7422.18 7337.72 7360.54 7351.51 7392.03 7400.81 7423.66 7474.67 7313.87 7416.08 7356.26 7326.81 7393.41 7420.57 7276.23 7330.54 7363.47 7386.88 7435.0 7313.87 7363.47 7474.67 7422.18 BiTCN TiDE TCN LSTM 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.0 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.02 7423.66 GRU
35 2024-03-20 7431.32 7405.09 7481.7 7376.29 7402.01 7385.96 7459.23 7451.43 7481.06 7500.15 7329.38 7477.52 7408.8 7385.25 7441.38 7446.61 7277.8 7375.82 7414.87 7433.1 7460.0 7329.38 7414.87 7481.7 BiTCN TiDE LSTM 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.02 7459.23 PatchTST
36 2024-03-21 7458.23 7401.49 7497.22 7416.58 7435.34 7399.19 7477.4 7484.97 7496.09 7515.96 7349.72 7505.51 7430.26 7433.87 7467.83 7466.18 7280.62 7415.17 7449.45 7440.95 7422.5 7349.72 7449.45 7505.51 BiTCN TiDE DilatedRNN 0.01 0.01 0.0 0.01 0.01 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.02 7416.58 iTransformer
37 2024-03-22 7407.08 7385.58 7442.54 7427.62 7418.86 7399.51 7396.74 7421.23 7442.49 7503.78 7352.84 7447.2 7399.15 7426.65 7428.19 7410.61 7284.13 7404.03 7430.58 7399.98 7402.5 7352.84 7421.23 7447.2 BiTCN RNN DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.02 7404.03 MLPMultivariate
38 2024-03-25 7390.93 7341.74 7425.1 7351.02 7389.62 7396.72 7393.91 7412.02 7429.24 7493.73 7344.59 7410.24 7372.03 7425.95 7402.73 7362.53 7285.9 7383.56 7400.51 7386.46 7372.5 7341.74 7400.51 7429.24 7425.1 Informer TiDE GRU LSTM 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.01 7372.03 MLP
39 2024-03-26 7347.33 7326.36 7383.73 7310.72 7358.05 7389.99 7351.15 7374.38 7394.84 7478.16 7345.4 7372.22 7346.88 7391.77 7355.68 7335.91 7286.96 7355.52 7355.3 7348.98 7365.0 7310.72 7355.3 7394.84 7383.73 iTransformer TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.02 0.01 0.0 0.01 7358.05 TSMixer
40 2024-03-27 7332.67 7312.63 7381.71 7327.69 7341.74 7356.66 7347.59 7365.01 7395.24 7472.17 7348.8 7371.09 7330.06 7369.82 7345.87 7337.23 7287.96 7336.09 7351.86 7342.38 7345.0 7312.63 7345.87 7395.24 7381.71 Informer NLinear GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.0 0.01 7345.87 NLinear
41 2024-03-28 7318.95 7314.23 7356.68 7325.77 7325.55 7327.43 7330.24 7354.81 7374.07 7455.5 7348.21 7331.05 7302.67 7352.37 7328.51 7320.33 7288.74 7314.21 7333.58 7330.55 7345.0 7302.67 7328.51 7374.07 7356.68 MLP NLinear GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.02 0.0 0.0 0.01 7348.21 BiTCN
42 2024-03-29 7333.3 7331.35 7363.25 7327.67 7319.56 7301.55 7328.18 7355.11 7380.95 7447.57 7334.74 7327.27 7288.54 7335.81 7336.81 7319.3 7289.92 7297.93 7332.41 7343.51 7345.0 7289.92 7327.27 7380.95 7363.25 StemGNN DilatedRNN GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.01 0.01 7343.51 DeepNPTS
43 2024-04-01 7348.05 7330.57 7362.77 7332.96 7322.2 7298.06 7329.02 7358.66 7379.31 7439.07 7324.08 7319.56 7297.91 7335.11 7344.4 7319.01 7290.86 7297.93 7334.57 7336.61 7360.0 7297.91 7319.56 7379.31 7362.77 MLP DilatedRNN GRU LSTM 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.0 0.01 0.01 7358.66 RNN
44 2024-04-02 7354.85 7323.4 7383.79 7332.65 7333.63 7305.61 7343.25 7371.61 7396.96 7439.3 7319.5 7330.72 7310.54 7330.5 7355.11 7328.96 7291.78 7303.89 7341.66 7354.63 7380.0 7303.89 7330.72 7396.96 7383.79 MLPMultivariate DilatedRNN GRU LSTM 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 7383.79 LSTM
45 2024-04-03 7365.36 7363.44 7406.76 7337.82 7351.97 7328.92 7372.84 7392.54 7415.12 7455.35 7328.3 7365.47 7333.11 7329.49 7376.28 7337.59 7293.34 7332.99 7356.93 7368.23 7397.5 7328.3 7356.93 7415.12 7406.76 BiTCN TiDE GRU LSTM 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 7392.54 RNN
46 2024-04-07 7393.17 7399.15 7426.61 7353.03 7376.49 7376.75 7414.11 7407.82 7431.87 7469.02 7340.05 7401.16 7367.35 7352.12 7391.14 7345.16 7296.03 7358.92 7389.73 7383.01 7437.5 7340.05 7389.73 7469.02 7426.61 BiTCN TiDE TCN LSTM 0.01 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.02 7431.87 GRU
47 2024-04-08 7446.69 7449.75 7475.26 7373.37 7410.56 7404.13 7471.23 7453.16 7476.52 7494.46 7348.69 7462.4 7410.81 7377.58 7435.09 7383.23 7300.34 7398.07 7432.4 7434.56 7490.0 7348.69 7432.4 7494.46 7475.26 BiTCN TiDE TCN LSTM 0.01 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.02 0.01 0.01 0.01 0.01 0.01 0.02 0.0 0.02 0.01 0.03 7494.46 TCN
48 2024-04-09 7504.9 7467.54 7530.61 7433.77 7452.01 7425.34 7513.39 7508.93 7533.46 7525.64 7357.86 7528.49 7454.96 7437.01 7491.25 7428.23 7304.74 7457.52 7473.55 7489.28 7507.5 7357.86 7473.55 7530.61 BiTCN TiDE LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.02 0.0 0.01 0.01 0.03 7508.93 RNN
49 2024-04-10 7507.67 7467.99 7538.11 7542.22 7472.33 7420.04 7503.44 7518.16 7542.64 7545.15 7374.81 7566.42 7470.54 7473.43 7509.8 7433.5 7310.03 7488.79 7488.68 7506.2 7497.5 7374.81 7488.68 7545.15 7566.42 BiTCN TiDE TCN DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.02 0.01 0.01 0.0 0.03 7503.44 PatchTST
50 2024-04-11 7471.36 7447.97 7520.09 7595.64 7468.23 7408.33 7456.56 7507.32 7523.82 7548.46 7392.38 7548.81 7429.43 7498.08 7501.92 7419.36 7314.95 7464.22 7485.5 7461.34 7497.5 7392.38 7485.5 7548.81 BiTCN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.02 7498.08 DLinear
51 2024-04-12 7441.47 7422.59 7520.65 7489.62 7460.53 7422.05 7457.34 7508.16 7525.23 7549.5 7408.37 7551.69 7408.99 7522.65 7488.91 7405.51 7319.85 7442.42 7475.94 7381.11 7506.67 7381.11 7475.94 7549.5 7551.69 DeepNPTS TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.0 0.0 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.02 7508.16 RNN
52 2024-04-15 7437.49 7392.71 7528.99 7359.85 7460.77 7406.3 7457.88 7511.0 7534.34 7550.29 7422.12 7559.66 7408.64 7505.06 7499.32 7414.59 7324.39 7350.28 7478.66 7390.39 7482.5 7350.28 7478.66 7550.29 7559.66 MLPMultivariate TiDE TCN DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.02 7478.66 TiDE
53 2024-04-16 7414.4 7356.55 7493.42 7320.82 7445.33 7389.55 7430.34 7479.15 7495.79 7530.0 7414.8 7504.09 7384.23 7474.41 7463.96 7395.26 7326.74 7316.68 7464.25 7352.03 7495.0 7320.82 7463.96 7504.09 iTransformer NLinear DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.02 0.01 0.01 0.02 0.01 0.01 0.0 0.02 0.02 0.02 7495.79 GRU
54 2024-04-17 7418.15 7345.34 7517.47 7244.33 7448.57 7372.91 7443.81 7505.07 7524.59 7532.58 7416.41 7509.97 7377.52 7468.47 7480.95 7402.17 7328.88 7308.76 7469.45 7336.17 7497.5 7308.76 7469.45 7524.59 7517.47 MLPMultivariate TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.02 0.01 0.02 0.02 0.02 0.01 0.0 0.03 0.03 0.02 7505.07 RNN
55 2024-04-18 7436.24 7365.21 7513.57 7192.38 7453.6 7372.54 7432.96 7503.99 7517.93 7524.56 7417.28 7494.44 7394.34 7452.7 7495.29 7403.77 7331.62 7302.16 7473.56 7444.7 7497.5 7302.16 7473.56 7517.93 7513.57 MLPMultivariate TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.02 0.02 0.01 0.0 0.04 0.03 0.02 7495.29 NLinear
56 2024-04-19 7447.08 7350.32 7514.88 7205.88 7455.57 7376.24 7410.53 7499.09 7521.58 7514.49 7414.34 7484.98 7403.57 7462.21 7490.31 7405.58 7335.87 7309.31 7468.85 7449.0 7527.5 7309.31 7468.85 7514.49 7514.88 MLPMultivariate TiDE TCN LSTM 0.0 0.0 0.01 0.0 0.01 0.02 0.01 0.01 0.0 0.01 0.01 0.02 0.02 0.02 0.02 0.02 0.0 0.04 0.03 0.03 7521.58 GRU
57 2024-04-22 7475.88 7423.16 7553.94 7254.19 7479.88 7386.67 7447.72 7543.1 7564.77 7529.09 7418.21 7513.38 7448.4 7465.62 7534.03 7424.22 7340.89 7353.61 7495.13 7507.16 7527.5 7340.89 7495.13 7553.94 StemGNN TiDE LSTM 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.02 0.01 0.0 0.04 0.02 0.02 7529.09 TCN
58 2024-04-23 7483.17 7425.91 7543.4 7290.92 7493.7 7412.12 7452.95 7529.65 7551.13 7530.61 7420.4 7510.63 7476.78 7493.62 7519.16 7425.58 7345.31 7389.05 7508.08 7474.14 7510.0 7345.31 7508.08 7543.4 StemGNN TiDE LSTM 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.03 0.02 0.02 7510.63 DilatedRNN
59 2024-04-24 7489.82 7449.76 7522.43 7284.6 7487.66 7426.27 7472.05 7511.78 7529.63 7526.36 7421.74 7485.46 7485.09 7501.46 7492.88 7420.0 7350.44 7407.38 7501.62 7474.42 7487.5 7350.44 7485.46 7526.36 7522.43 StemGNN DilatedRNN TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.03 0.01 0.02 7487.66 TSMixer
60 2024-04-25 7478.17 7459.27 7497.68 7280.8 7470.32 7445.5 7489.49 7493.36 7502.21 7512.97 7428.15 7459.13 7481.87 7483.92 7478.55 7422.14 7354.99 7425.65 7481.11 7463.77 7487.5 7354.99 7459.13 7502.21 7497.68 StemGNN DilatedRNN GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.03 0.01 0.02 7489.49 PatchTST
61 2024-04-26 7471.79 7504.41 7503.64 7251.0 7463.42 7473.47 7521.54 7488.07 7509.47 7511.23 7437.15 7478.42 7488.64 7486.83 7477.29 7424.85 7357.93 7426.34 7478.56 7483.43 7502.5 7357.93 7477.29 7511.23 7503.64 StemGNN NLinear TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.03 0.01 0.02 7503.64 LSTM
62 2024-04-28 7467.89 7518.13 7521.81 7174.11 7470.82 7479.49 7536.93 7508.17 7528.39 7516.84 7455.74 7505.59 7480.88 7472.89 7496.72 7427.1 7362.14 7417.9 7486.94 7501.28 7527.5 7362.14 7486.94 7528.39 7521.81 StemGNN TiDE GRU LSTM 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.01 0.0 0.05 0.01 0.02 7528.39 GRU
63 2024-04-29 7481.1 7537.41 7551.26 7198.68 7484.31 7493.62 7539.07 7535.14 7561.36 7538.57 7471.26 7551.52 7456.97 7503.59 7513.18 7435.48 7365.99 7410.41 7503.56 7523.13 7537.5 7365.99 7503.56 7551.52 StemGNN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.01 0.0 0.04 0.02 0.02 7537.41 Informer
64 2024-04-30 7485.56 7594.84 7557.28 7254.42 7491.22 7476.7 7528.7 7545.33 7567.36 7559.4 7475.39 7570.71 7438.04 7536.98 7529.87 7442.82 7370.56 7405.34 7509.73 7512.24 7532.5 7370.56 7509.73 7570.71 StemGNN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.0 0.04 0.02 0.02 7529.87 NLinear
65 2024-05-06 7483.94 7574.7 7548.46 7325.23 7489.19 7448.35 7506.84 7539.17 7557.91 7552.76 7467.6 7562.01 7421.79 7525.62 7532.45 7444.39 7376.1 7394.27 7509.66 7408.65 7502.5 7376.1 7509.66 7562.01 StemGNN TiDE DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.02 0.01 0.02 7506.84 PatchTST
66 2024-05-07 7454.26 7549.21 7509.9 7428.31 7469.92 7432.5 7468.81 7503.76 7514.61 7528.46 7455.19 7517.82 7393.69 7501.23 7494.93 7449.21 7382.07 7369.93 7480.75 7366.6 7475.0 7369.93 7480.75 7528.46 7517.82 MLPMultivariate TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 7469.92 TSMixer
67 2024-05-08 7448.62 7504.08 7483.78 7341.15 7449.91 7422.82 7453.71 7472.99 7488.15 7506.29 7444.99 7489.62 7390.3 7460.89 7477.19 7433.97 7388.17 7356.53 7456.13 7334.04 7512.5 7341.15 7456.13 7506.29 7489.62 iTransformer TiDE TCN DilatedRNN 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.02 0.01 0.02 0.0 0.01 0.01 0.0 0.02 0.02 0.02 7506.29 TCN
68 2024-05-09 7489.41 7492.55 7538.78 7228.58 7471.97 7432.32 7488.34 7522.5 7548.68 7532.69 7450.95 7550.51 7421.94 7462.06 7500.77 7464.86 7394.79 7365.0 7478.99 7376.05 7505.0 7365.0 7478.99 7548.68 7550.51 MLPMultivariate TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.02 0.01 0.01 0.0 0.01 0.01 0.0 0.04 0.02 0.01 7500.77 NLinear
69 2024-05-10 7502.58 7503.25 7515.71 7238.33 7480.19 7439.46 7474.0 7502.34 7519.2 7530.79 7445.66 7522.23 7430.08 7469.07 7501.89 7461.89 7402.07 7366.89 7475.33 7327.73 7477.5 7327.73 7475.33 7522.23 DeepNPTS TiDE DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.02 0.0 0.01 0.0 0.01 0.0 0.01 0.03 0.01 0.01 7475.33 TiDE
70 2024-05-11 7477.01 7468.49 7487.68 7269.38 7466.02 7463.35 7461.11 7477.54 7492.72 7517.63 7434.93 7478.03 7432.49 7469.02 7476.03 7443.91 7409.29 7377.38 7464.25 7457.58 7475.0 7377.38 7464.25 7492.72 7487.68 MLPMultivariate TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.03 0.01 0.01 7476.03 NLinear
71 2024-05-13 7485.15 7465.77 7491.34 7315.73 7466.45 7476.06 7467.47 7489.51 7496.05 7504.56 7435.73 7466.04 7449.36 7487.14 7477.51 7445.1 7416.69 7406.58 7470.81 7469.83 7485.0 7406.58 7466.04 7496.05 7491.34 MLPMultivariate DilatedRNN GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.02 0.01 0.01 7485.15 NHITS
72 2024-05-14 7477.14 7476.03 7503.63 7392.31 7473.35 7492.1 7466.7 7485.68 7508.49 7498.11 7457.67 7471.83 7481.71 7489.56 7496.26 7459.57 7425.19 7437.05 7474.59 7482.29 7507.5 7425.19 7471.83 7508.49 7503.63 StemGNN DilatedRNN GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.02 0.01 0.01 7508.49 GRU
73 2024-05-15 7489.91 7539.15 7530.81 7430.45 7490.52 7527.63 7486.06 7514.31 7538.25 7516.15 7484.43 7502.17 7517.09 7500.93 7501.97 7472.1 7430.11 7472.37 7495.54 7499.29 7510.0 7430.45 7495.54 7538.25 7530.81 iTransformer TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 7514.31 RNN
74 2024-05-16 7488.49 7555.01 7527.53 7360.08 7500.79 7538.66 7505.81 7517.8 7533.73 7533.27 7499.3 7510.77 7524.22 7516.52 7497.59 7476.12 7433.61 7352.68 7509.44 7492.98 7525.0 7360.08 7497.59 7538.66 7527.53 iTransformer NLinear TSMixerx LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.02 0.02 0.01 7524.22 MLP
75 2024-05-17 7496.75 7566.11 7548.37 7326.43 7508.88 7531.27 7524.72 7533.79 7558.48 7556.27 7511.16 7535.63 7506.21 7526.92 7519.7 7497.23 7435.59 7309.13 7519.26 7481.67 7587.5 7326.43 7519.26 7556.27 7548.37 iTransformer TiDE TCN LSTM 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.0 0.03 0.04 0.02 7566.11 Informer
76 2024-05-20 7554.62 7644.92 7627.44 7350.25 7547.01 7528.24 7595.91 7612.28 7643.46 7596.9 7537.82 7612.63 7530.43 7539.71 7591.87 7521.2 7437.21 7296.11 7572.12 7571.91 7670.0 7350.25 7572.12 7596.9 7627.44 iTransformer TiDE TCN LSTM 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.0 0.02 0.01 0.02 0.02 0.0 0.02 0.02 0.01 0.04 0.05 0.03 7644.92 Informer
77 2024-05-21 7646.42 7693.65 7721.68 7393.04 7609.44 7543.75 7674.38 7711.26 7740.31 7708.74 7555.53 7736.54 7598.73 7600.96 7672.61 7654.2 7439.66 7318.55 7645.34 7664.22 7677.5 7393.04 7645.34 7736.54 iTransformer TiDE DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.01 0.0 0.02 0.02 0.0 0.04 0.05 0.03 7674.38 PatchTST
78 2024-05-22 7647.54 7700.36 7702.61 7435.01 7631.71 7537.14 7631.25 7700.74 7718.4 7716.27 7545.94 7739.61 7593.62 7631.05 7680.19 7632.13 7443.42 7351.65 7659.1 7656.57 7677.5 7435.01 7659.1 7718.4 7739.61 iTransformer TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.0 0.01 0.01 0.0 0.02 0.02 0.01 0.03 0.04 0.03 7680.19 NLinear
79 2024-05-23 7626.59 7682.93 7701.23 7486.0 7631.62 7534.77 7612.35 7702.06 7719.24 7711.33 7537.83 7734.65 7576.55 7652.62 7672.35 7630.37 7449.02 7363.8 7655.3 7639.01 7645.0 7449.02 7655.3 7719.24 7734.65 StemGNN TiDE GRU DilatedRNN 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.02 0.04 0.03 7639.01 DeepNPTS
80 2024-05-24 7591.57 7687.27 7647.22 7466.98 7604.74 7520.95 7581.75 7648.48 7659.85 7665.49 7530.35 7681.59 7545.77 7650.82 7641.27 7555.51 7455.55 7342.27 7618.71 7587.36 7630.0 7455.55 7618.71 7681.59 StemGNN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.02 0.04 0.02 7641.27 NLinear
81 2024-05-27 7587.08 7608.34 7637.65 7450.73 7586.27 7503.4 7584.06 7621.78 7653.85 7607.25 7528.53 7654.25 7532.07 7610.58 7622.67 7533.82 7463.42 7326.06 7605.99 7588.43 7650.0 7450.73 7605.99 7653.85 7654.25 iTransformer TiDE GRU DilatedRNN 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.02 0.02 0.01 0.02 0.02 0.01 0.03 0.04 0.02 7653.85 GRU
82 2024-05-28 7607.55 7589.48 7669.13 7484.61 7597.73 7514.83 7601.71 7664.22 7686.82 7632.27 7530.03 7686.72 7537.27 7603.04 7629.19 7550.99 7471.71 7363.76 7623.46 7633.98 7690.0 7471.71 7623.46 7633.98 7686.72 StemGNN TiDE DeepNPTS DilatedRNN 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.02 0.02 0.01 0.02 0.02 0.01 0.03 0.04 0.03 7686.82 GRU
83 2024-05-29 7652.84 7571.3 7717.47 7556.94 7630.25 7549.12 7631.5 7713.28 7739.42 7692.04 7547.56 7739.16 7571.95 7633.92 7662.71 7577.13 7480.36 7443.68 7655.77 7631.62 7690.0 7480.36 7655.77 7739.16 StemGNN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.02 0.02 0.02 0.02 0.0 0.02 0.03 0.03 7692.04 TCN
84 2024-05-30 7649.09 7577.62 7704.1 7550.92 7640.84 7541.27 7618.8 7709.13 7722.64 7686.08 7566.99 7726.25 7577.4 7647.87 7675.33 7588.57 7488.69 7495.95 7666.95 7588.98 7716.67 7495.95 7666.95 7722.64 7726.25 MLPMultivariate TiDE GRU DilatedRNN 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.02 0.02 0.02 0.02 0.02 0.02 0.0 0.02 0.03 0.03 7722.64 GRU
85 2024-05-31 7659.8 7578.86 7740.46 7601.55 7658.13 7553.72 7626.85 7747.84 7766.91 7734.27 7586.04 7743.6 7606.83 7679.94 7715.32 7637.17 7496.29 7552.72 7694.43 7669.36 7740.0 7552.72 7694.43 7747.84 MLPMultivariate TiDE RNN 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.02 0.02 0.02 0.02 0.0 0.02 0.02 0.03 7740.46 LSTM
86 2024-06-03 7680.57 7584.22 7758.74 7692.79 7682.17 7563.78 7631.12 7765.3 7782.34 7752.19 7594.94 7765.01 7648.73 7689.59 7745.42 7666.56 7503.34 7588.76 7712.73 7713.13 7720.0 7563.78 7712.73 7765.3 TSMixerx TiDE RNN 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.02 0.02 0.02 0.0 0.0 0.02 0.03 7713.13 DeepNPTS
87 2024-06-04 7665.76 7576.41 7723.4 7680.31 7679.08 7575.09 7632.31 7726.45 7745.14 7722.12 7593.83 7724.31 7634.57 7670.89 7705.0 7633.67 7509.08 7561.44 7702.17 7686.5 7650.0 7561.44 7702.17 7726.45 MLPMultivariate TiDE RNN 0.01 0.01 0.01 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.02 7634.57 MLP
88 2024-06-05 7606.92 7540.29 7633.46 7610.85 7632.48 7578.7 7615.23 7639.77 7644.89 7622.36 7580.73 7631.2 7599.78 7656.64 7623.31 7586.52 7512.73 7487.38 7640.26 7578.67 7620.0 7512.73 7623.31 7644.89 7640.26 StemGNN NLinear GRU TiDE 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.02 0.01 7622.36 TCN
89 2024-06-06 7619.7 7540.46 7618.23 7535.66 7596.63 7595.6 7616.26 7613.33 7634.54 7580.04 7567.82 7615.22 7595.84 7629.27 7600.64 7572.07 7515.47 7439.33 7594.37 7568.71 7600.0 7515.47 7594.37 7629.27 7618.23 StemGNN TiDE DLinear LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.02 0.01 7600.64 NLinear
90 2024-06-07 7615.71 7550.14 7598.83 7495.09 7580.49 7593.81 7616.27 7589.49 7612.05 7554.46 7556.42 7595.42 7595.1 7577.71 7587.54 7557.72 7518.27 7422.08 7579.2 7530.57 7606.67 7495.09 7579.2 7615.71 7598.83 iTransformer TiDE NHITS LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.02 0.01 7612.05 GRU
91 2024-06-11 7601.74 7545.36 7617.55 7483.63 7583.14 7602.98 7622.97 7603.07 7634.47 7571.48 7561.7 7607.52 7596.83 7576.37 7597.98 7564.51 7521.23 7447.74 7590.24 7535.68 7620.0 7483.63 7590.24 7622.97 7617.55 iTransformer TiDE PatchTST LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.02 0.02 0.01 7617.55 LSTM
92 2024-06-12 7595.89 7569.69 7634.83 7476.94 7595.18 7606.77 7623.29 7632.71 7651.71 7610.31 7578.85 7632.39 7571.4 7606.64 7609.63 7574.78 7524.16 7455.88 7602.32 7569.64 7673.33 7476.94 7602.32 7610.31 7634.83 iTransformer TiDE TCN LSTM 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.03 0.03 0.02 7651.71 GRU
93 2024-06-13 7641.01 7622.33 7708.5 7521.55 7629.66 7648.57 7672.0 7705.26 7730.62 7749.36 7613.58 7719.29 7605.25 7661.15 7673.97 7611.91 7528.73 7519.31 7645.36 7563.04 7690.0 7521.55 7645.36 7730.62 7719.29 iTransformer TiDE GRU DilatedRNN 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.02 7705.26 RNN
94 2024-06-14 7656.46 7645.11 7711.35 7577.17 7651.13 7647.51 7683.61 7716.14 7731.04 7786.84 7640.58 7734.56 7636.69 7681.25 7693.37 7630.44 7533.1 7553.32 7664.43 7573.6 7690.0 7553.32 7664.43 7734.56 MLPMultivariate TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 7693.37 NLinear
95 2024-06-17 7668.97 7660.65 7707.58 7561.25 7660.09 7645.73 7690.69 7707.57 7728.62 7790.44 7658.04 7732.91 7636.44 7670.13 7692.14 7629.07 7537.53 7588.31 7677.84 7647.88 7656.67 7561.25 7677.84 7732.91 iTransformer TiDE DilatedRNN 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.01 0.01 0.02 7658.04 BiTCN
96 2024-06-18 7648.69 7647.44 7657.3 7511.84 7644.72 7630.99 7660.46 7661.83 7671.58 7709.01 7646.41 7688.98 7600.83 7643.53 7658.19 7608.7 7541.74 7553.19 7656.77 7650.67 7656.67 7541.74 7656.77 7688.98 StemGNN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.02 0.01 0.02 7656.77 TiDE
97 2024-06-19 7717.45 7666.0 7670.33 7520.23 7635.96 7617.99 7659.58 7660.73 7689.14 7667.13 7633.78 7690.19 7602.78 7635.72 7655.59 7608.17 7544.92 7544.78 7635.34 7654.29 7670.0 7544.78 7635.34 7690.19 MLPMultivariate TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.0 0.02 0.02 0.02 7670.33 LSTM
98 2024-06-20 7741.04 7693.88 7686.97 7567.39 7640.5 7624.09 7651.69 7683.71 7704.51 7695.4 7628.74 7714.59 7644.29 7644.75 7667.42 7626.49 7548.34 7561.63 7630.83 7666.16 7680.0 7561.63 7630.83 7714.59 MLPMultivariate TiDE DilatedRNN 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.01 0.02 0.02 7683.71 RNN
99 2024-06-21 7702.76 7688.15 7697.32 7612.87 7652.19 7642.97 7654.44 7693.22 7716.37 7728.08 7628.33 7724.77 7677.81 7669.14 7678.6 7633.89 7552.64 7573.85 7647.56 7666.95 7680.0 7573.85 7647.56 7724.77 MLPMultivariate TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.02 7678.6 NLinear
100 2024-06-24 7666.51 7682.79 7694.04 7581.34 7661.33 7643.75 7644.67 7699.11 7712.41 7720.88 7621.98 7715.66 7654.24 7680.46 7685.14 7635.35 7558.01 7572.07 7665.65 7669.45 7680.0 7572.07 7665.65 7715.66 MLPMultivariate TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.02 7680.46 DLinear
101 2024-06-25 7635.06 7702.77 7694.15 7551.08 7662.63 7668.97 7639.39 7697.1 7713.05 7727.82 7635.73 7696.7 7642.6 7695.54 7681.62 7638.46 7563.53 7590.37 7676.11 7670.29 7693.33 7563.53 7676.11 7713.05 7697.1 StemGNN TiDE GRU RNN 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.0 0.02 0.01 0.02 7694.15 LSTM
102 2024-06-26 7649.64 7721.72 7711.35 7582.14 7666.93 7678.08 7646.0 7712.14 7733.13 7739.67 7653.96 7713.9 7646.94 7715.36 7695.62 7646.05 7568.72 7606.04 7690.87 7683.98 7716.67 7582.14 7690.87 7733.13 7713.9 iTransformer TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.01 0.0 0.02 0.01 0.02 7715.36 DLinear
103 2024-06-27 7668.78 7726.75 7736.6 7605.33 7678.27 7679.7 7667.02 7739.2 7761.5 7762.53 7676.67 7745.12 7650.41 7704.75 7709.23 7649.62 7573.25 7663.1 7698.53 7634.07 7723.33 7605.33 7698.53 7761.5 7745.12 iTransformer TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.02 0.01 0.02 7726.75 Informer
104 2024-06-28 7678.55 7779.76 7736.77 7635.71 7686.45 7652.34 7673.52 7741.3 7761.03 7772.07 7686.61 7750.62 7643.94 7685.82 7713.25 7644.23 7577.58 7691.8 7703.73 7613.67 7730.0 7613.67 7703.73 7772.07 7750.62 DeepNPTS TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.02 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.02 7736.77 LSTM
105 2024-07-01 7707.72 7821.05 7743.39 7658.27 7693.71 7649.98 7708.01 7749.89 7768.63 7769.01 7691.71 7759.06 7661.72 7689.95 7721.16 7646.0 7582.32 7717.93 7715.57 7626.28 7763.33 7626.28 7715.57 7769.01 7759.06 DeepNPTS TiDE TCN DilatedRNN 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.02 0.02 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.02 7759.06 DilatedRNN
106 2024-07-02 7744.92 7840.94 7783.1 7679.4 7717.64 7653.13 7735.71 7787.06 7806.22 7806.74 7684.8 7796.63 7692.66 7722.76 7756.99 7667.11 7588.75 7762.75 7744.12 7687.62 7780.0 7653.13 7744.12 7806.74 7796.63 TSMixerx TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.0 0.01 0.0 0.02 7783.1 LSTM
107 2024-07-03 7756.84 7833.03 7791.33 7692.3 7731.19 7658.64 7735.06 7794.67 7812.86 7828.05 7669.74 7808.23 7703.55 7736.59 7780.46 7680.14 7596.91 7800.42 7746.29 7766.54 7800.0 7658.64 7746.29 7828.05 7808.23 TSMixerx TiDE TCN DilatedRNN 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.0 0.02 0.01 0.0 0.02 0.02 0.0 0.01 0.0 0.03 7800.42 MLPMultivariate
108 2024-07-04 7777.57 7802.46 7810.8 7710.33 7750.34 7672.56 7765.83 7815.34 7833.79 7856.35 7662.81 7828.12 7724.62 7755.44 7794.13 7694.62 7603.58 7779.04 7766.87 7784.54 7800.0 7662.81 7766.87 7833.79 7828.12 BiTCN TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.02 0.02 0.01 0.01 0.0 0.03 7802.46 Informer
109 2024-07-05 7774.44 7815.16 7802.19 7730.68 7760.77 7699.28 7772.52 7811.57 7823.36 7849.05 7671.7 7830.59 7724.65 7770.86 7787.98 7692.89 7610.96 7843.22 7780.92 7741.59 7766.67 7671.7 7780.92 7843.22 7830.59 BiTCN TiDE MLPMultivariate DilatedRNN 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.02 7770.86 DLinear
110 2024-07-08 7741.65 7795.09 7758.82 7705.33 7739.58 7708.67 7729.86 7765.03 7781.33 7792.2 7676.97 7784.11 7681.38 7766.85 7757.01 7683.55 7620.04 7824.98 7761.16 7705.36 7746.67 7676.97 7757.01 7795.09 7784.11 BiTCN NLinear Informer DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.02 7741.65 NHITS
111 2024-07-09 7722.38 7773.33 7745.26 7703.88 7714.5 7696.2 7714.17 7753.77 7769.68 7768.35 7679.44 7764.17 7656.31 7739.11 7735.52 7682.56 7629.55 7730.01 7737.09 7674.54 7720.0 7656.31 7735.52 7769.68 7764.17 MLP NLinear GRU DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.01 0.0 0.0 0.01 7722.38 NHITS
112 2024-07-10 7681.03 7717.21 7716.77 7678.92 7691.8 7673.83 7694.23 7723.21 7737.12 7743.38 7668.68 7735.7 7622.03 7709.89 7703.37 7681.63 7638.61 7685.62 7705.22 7572.7 7693.33 7622.03 7703.37 7737.12 7735.7 MLP NLinear GRU DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.02 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.01 7694.23 PatchTST
113 2024-07-11 7658.8 7691.9 7693.49 7628.34 7667.14 7692.16 7681.35 7691.85 7710.51 7719.48 7664.59 7703.51 7614.39 7682.58 7677.68 7669.17 7646.27 7670.81 7672.55 7596.51 7686.67 7614.39 7672.55 7710.51 7703.51 MLP TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.01 7682.58 DLinear
114 2024-07-12 7676.21 7648.01 7695.03 7632.62 7659.27 7675.71 7674.62 7698.63 7713.13 7720.5 7665.84 7702.99 7618.09 7679.03 7672.11 7670.97 7654.11 7660.48 7659.43 7646.45 7680.0 7632.62 7659.43 7713.13 7702.99 iTransformer TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.0 7679.03 DLinear
115 2024-07-15 7678.67 7635.19 7688.59 7673.16 7661.82 7659.83 7658.52 7688.36 7705.97 7715.21 7663.19 7697.0 7632.91 7676.23 7670.71 7666.72 7661.32 7665.77 7658.57 7673.79 7680.0 7635.19 7658.57 7705.97 7697.0 Informer TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.0 0.0 7678.67 NHITS
116 2024-07-16 7651.2 7671.86 7692.78 7689.27 7668.14 7660.76 7659.06 7692.61 7711.37 7719.34 7655.2 7696.32 7641.57 7667.54 7679.94 7684.55 7665.08 7669.1 7668.98 7684.14 7666.67 7651.2 7668.98 7711.37 7696.32 NHITS TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 7667.54 DLinear
117 2024-07-17 7641.06 7668.16 7673.47 7659.75 7664.64 7654.22 7660.93 7676.71 7690.06 7700.99 7651.0 7671.75 7644.48 7651.21 7663.0 7678.61 7664.98 7672.35 7664.72 7691.68 7660.0 7644.48 7663.0 7691.68 7676.71 MLP NLinear DeepNPTS RNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 7659.75 iTransformer
118 2024-07-18 7664.97 7658.16 7670.03 7637.79 7660.39 7658.64 7659.83 7666.5 7687.94 7698.48 7644.28 7672.95 7654.77 7652.12 7661.85 7665.94 7664.43 7680.07 7657.52 7684.03 7656.67 7644.28 7657.52 7687.94 7672.95 BiTCN TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 7657.52 TiDE
119 2024-07-19 7665.55 7670.82 7667.21 7635.58 7660.33 7668.88 7658.37 7665.87 7684.4 7695.58 7643.1 7674.29 7663.73 7643.52 7663.89 7656.08 7663.77 7700.4 7657.96 7680.19 7656.67 7643.1 7657.96 7695.58 7674.29 BiTCN TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 7656.08 TFT
120 2024-07-22 7654.73 7659.6 7668.97 7621.64 7661.35 7680.21 7656.68 7664.04 7686.75 7703.27 7644.07 7678.37 7673.43 7659.15 7658.67 7652.07 7664.19 7711.59 7657.0 7666.68 7640.0 7666.68 7657.0 7703.27 7678.37 DeepNPTS TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.0 7644.07 BiTCN
121 2024-07-23 7627.15 7658.63 7644.82 7588.28 7648.25 7672.14 7633.98 7642.58 7660.83 7681.31 7644.15 7657.65 7654.55 7659.5 7642.75 7629.61 7664.6 7699.0 7638.69 7648.38 7623.33 7648.38 7638.69 7681.31 7657.65 DeepNPTS TiDE TCN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.01 7627.15 NHITS
122 2024-07-24 7615.71 7655.36 7628.3 7592.22 7632.98 7642.48 7617.96 7623.56 7644.38 7647.41 7638.71 7634.55 7637.8 7656.28 7626.52 7606.37 7663.53 7680.98 7623.42 7643.56 7623.33 7606.37 7623.42 7663.53 7634.55 TFT TiDE StemGNN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 7623.42 TiDE
123 2024-07-25 7626.83 7642.02 7633.97 7613.05 7627.47 7633.41 7616.62 7627.67 7651.09 7641.83 7629.51 7638.69 7636.35 7667.25 7627.47 7601.07 7661.25 7681.91 7620.48 7654.3 7616.67 7613.05 7620.48 7667.25 7638.69 iTransformer TiDE DLinear DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 7616.62 PatchTST
124 2024-07-26 7632.33 7621.39 7624.53 7645.17 7622.88 7627.13 7601.44 7616.04 7639.72 7631.04 7618.54 7630.36 7640.37 7653.94 7615.76 7592.51 7658.74 7678.82 7610.2 7671.36 7606.67 7601.44 7610.2 7671.36 7630.36 PatchTST TiDE DeepNPTS DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 7610.2 TiDE
125 2024-07-29 7639.82 7612.4 7614.2 7662.63 7615.06 7627.33 7595.58 7606.81 7629.6 7619.99 7608.54 7623.0 7640.1 7621.77 7607.57 7582.71 7655.3 7666.26 7606.59 7680.21 7593.33 7612.4 7606.59 7666.26 7623.0 Informer TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.01 7595.58 PatchTST
126 2024-07-30 7622.59 7600.34 7599.37 7641.51 7603.54 7616.73 7589.47 7594.73 7613.76 7596.82 7595.43 7602.52 7632.35 7602.39 7598.68 7575.24 7651.04 7639.92 7595.3 7624.0 7593.33 7589.47 7594.73 7641.51 7602.52 PatchTST RNN iTransformer DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.01 7594.73 RNN
127 2024-07-31 7600.51 7608.84 7604.48 7579.51 7596.77 7610.01 7590.87 7595.07 7620.02 7591.9 7582.4 7602.83 7610.28 7587.6 7602.2 7574.55 7647.16 7610.42 7593.2 7617.02 7583.33 7579.51 7593.2 7620.02 7604.48 iTransformer TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7582.4 BiTCN
128 2024-08-01 7584.49 7591.16 7590.41 7528.96 7586.1 7592.44 7577.19 7583.06 7603.93 7577.83 7568.32 7587.83 7585.23 7581.5 7587.47 7558.95 7644.52 7583.24 7579.94 7590.3 7620.0 7558.95 7579.94 7644.52 7590.41 TFT TiDE StemGNN LSTM 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 7603.93 GRU
129 2024-08-02 7616.69 7597.32 7646.77 7566.6 7608.67 7612.44 7609.73 7635.09 7667.15 7621.61 7575.38 7644.41 7594.11 7601.34 7624.83 7610.86 7644.52 7601.45 7606.0 7619.89 7623.33 7575.38 7606.0 7646.77 BiTCN TiDE LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.0 7624.83 NLinear
130 2024-08-05 7623.76 7589.96 7636.61 7586.84 7623.19 7622.18 7610.9 7632.09 7651.12 7634.57 7591.59 7646.92 7600.74 7606.68 7626.28 7616.17 7645.47 7618.92 7617.34 7621.26 7610.0 7589.96 7617.34 7646.92 Informer TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7610.9 PatchTST
131 2024-08-06 7603.18 7595.41 7619.84 7605.93 7619.76 7611.85 7608.62 7610.0 7635.33 7619.08 7602.16 7622.48 7608.05 7622.34 7609.32 7605.97 7645.61 7639.88 7622.11 7612.49 7596.67 7612.49 7609.32 7639.88 7622.48 DeepNPTS NLinear MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 7595.41 Informer
132 2024-08-07 7592.18 7592.88 7604.55 7626.97 7607.0 7596.99 7595.73 7603.8 7618.55 7598.38 7603.15 7605.98 7599.85 7619.7 7598.38 7599.85 7644.64 7643.84 7607.2 7614.27 7586.67 7598.38 7643.84 7607.2 TCN NLinear MLPMultivariate TiDE 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 7592.18 NHITS
133 2024-08-08 7586.15 7584.44 7594.6 7599.37 7593.31 7582.25 7584.57 7583.2 7608.71 7574.14 7597.16 7590.7 7575.04 7598.87 7586.78 7593.29 7641.55 7614.19 7591.35 7610.71 7583.33 7575.04 7583.2 7614.19 7594.6 MLP RNN MLPMultivariate LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7583.2 RNN
134 2024-08-09 7576.48 7582.33 7593.27 7585.83 7584.16 7586.21 7583.9 7582.83 7607.38 7572.6 7593.07 7593.88 7574.76 7583.67 7577.9 7587.49 7638.0 7594.36 7581.23 7618.0 7583.33 7574.76 7577.9 7618.0 7593.88 MLP NLinear DeepNPTS DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7583.67 DLinear
135 2024-08-12 7575.63 7573.13 7594.56 7563.65 7581.98 7582.93 7582.0 7586.46 7608.74 7575.65 7589.75 7596.44 7572.66 7578.67 7573.81 7582.91 7634.55 7587.76 7580.69 7589.65 7586.67 7572.66 7573.81 7608.74 7596.44 MLP NLinear GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7586.46 RNN
136 2024-08-13 7576.85 7573.63 7599.73 7549.21 7581.67 7588.33 7586.28 7590.12 7614.35 7589.07 7587.63 7605.08 7577.5 7586.07 7579.82 7587.45 7632.09 7588.25 7584.79 7591.04 7593.33 7573.63 7579.82 7614.35 7605.08 Informer NLinear GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 7591.04 DeepNPTS
137 2024-08-14 7588.26 7580.58 7608.2 7543.9 7583.36 7587.63 7592.55 7600.56 7623.21 7583.55 7584.06 7605.89 7590.91 7583.55 7593.7 7596.72 7629.95 7583.49 7588.25 7596.74 7590.0 7580.58 7588.25 7623.21 7608.2 Informer TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 7590.91 MLP
138 2024-08-15 7593.08 7579.66 7601.46 7529.65 7582.26 7589.29 7589.51 7593.46 7615.52 7575.57 7576.29 7597.07 7586.9 7572.76 7588.46 7596.39 7627.37 7567.46 7583.96 7608.26 7583.33 7567.46 7583.96 7615.52 7601.46 MLPMultivariate TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 7583.96 TiDE
139 2024-08-16 7586.15 7570.0 7593.93 7514.98 7578.33 7583.97 7580.97 7585.71 7608.0 7570.62 7570.11 7592.93 7577.51 7570.17 7584.04 7591.05 7624.35 7556.5 7577.98 7601.39 7583.33 7556.5 7577.98 7608.0 7593.93 MLPMultivariate TiDE GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 7583.97 TSMixerx
140 2024-08-19 7594.75 7567.16 7595.88 7563.93 7579.27 7591.45 7583.53 7587.47 7610.1 7572.22 7566.63 7595.98 7578.81 7562.98 7580.2 7587.08 7621.38 7557.74 7578.12 7597.96 7570.0 7562.98 7578.12 7610.1 7595.98 DLinear TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7572.22 TCN
141 2024-08-20 7579.69 7549.51 7577.41 7576.12 7570.13 7587.28 7570.4 7568.66 7589.49 7566.75 7561.17 7580.98 7573.95 7559.21 7563.7 7578.24 7617.92 7548.49 7565.12 7585.64 7570.0 7549.51 7563.7 7589.49 7580.98 Informer NLinear GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7570.13 TSMixer
142 2024-08-21 7584.28 7549.39 7582.75 7575.37 7568.25 7584.27 7579.21 7573.01 7596.82 7568.56 7558.48 7580.19 7579.22 7555.77 7567.7 7568.89 7614.3 7552.89 7568.73 7573.09 7570.0 7552.89 7567.7 7596.82 7582.75 MLPMultivariate NLinear GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 7568.89 TFT
143 2024-08-22 7583.7 7563.72 7581.84 7578.46 7570.42 7585.17 7579.53 7573.96 7594.55 7566.88 7555.73 7579.72 7581.85 7557.41 7570.86 7564.07 7610.43 7557.83 7571.75 7572.58 7590.0 7557.41 7570.86 7594.55 7581.84 DLinear NLinear GRU LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7594.55 GRU
144 2024-08-23 7591.69 7580.94 7610.27 7577.62 7583.99 7586.86 7595.8 7597.0 7626.16 7585.06 7560.51 7605.65 7586.47 7580.06 7588.23 7581.87 7607.35 7568.18 7586.91 7578.29 7583.33 7568.18 7586.91 7610.27 MLPMultivariate TiDE LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7583.99 TSMixer
145 2024-08-26 7581.91 7582.1 7593.37 7570.0 7584.27 7593.48 7585.07 7587.27 7605.78 7577.06 7566.94 7596.79 7579.49 7588.08 7584.4 7576.37 7604.08 7567.01 7583.0 7593.89 7583.33 7567.01 7583.0 7604.08 7596.79 MLPMultivariate TiDE StemGNN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7583.0 TiDE
146 2024-08-27 7578.77 7577.6 7597.72 7573.39 7582.92 7599.51 7582.85 7587.59 7612.76 7580.64 7569.93 7599.5 7577.81 7596.23 7580.95 7580.58 7600.83 7588.53 7585.49 7591.12 7610.0 7573.39 7580.95 7612.76 7599.5 iTransformer NLinear GRU DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 7612.76 GRU
147 2024-08-28 7603.34 7568.98 7633.48 7591.46 7600.26 7612.36 7604.12 7624.77 7650.61 7607.26 7590.22 7637.93 7594.21 7602.4 7610.4 7616.2 7598.77 7614.45 7603.8 7596.22 7610.0 7590.22 7603.8 7637.93 BiTCN TiDE DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 7610.4 NLinear
148 2024-08-29 7602.61 7574.91 7623.24 7595.74 7606.55 7612.5 7598.92 7611.27 7637.06 7603.43 7608.57 7629.72 7598.36 7592.65 7610.02 7615.47 7597.31 7606.99 7610.11 7601.69 7613.33 7592.65 7610.02 7629.72 DLinear NLinear DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 7612.5 TSMixerx
149 2024-08-30 7609.0 7602.09 7629.69 7595.23 7609.88 7619.16 7606.8 7620.17 7646.34 7613.65 7626.89 7634.24 7602.9 7605.2 7607.37 7615.43 7596.6 7613.78 7616.26 7596.19 7606.67 7596.19 7607.37 7634.24 DeepNPTS NLinear DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7606.8 PatchTST
150 2024-09-02 7604.8 7611.23 7617.19 7590.73 7606.88 7617.54 7599.16 7613.64 7630.95 7601.78 7633.94 7625.12 7604.06 7602.78 7610.29 7605.22 7595.72 7615.25 7603.53 7588.05 7583.33 7588.05 7603.53 7630.95 7625.12 DeepNPTS TiDE GRU DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 7588.05 DeepNPTS
151 2024-09-03 7584.12 7599.74 7587.32 7583.98 7587.2 7593.44 7574.91 7577.95 7600.26 7575.75 7621.9 7590.64 7589.95 7583.71 7584.71 7571.91 7594.26 7601.55 7578.65 7585.84 7562.5 7575.75 7577.95 7601.55 7590.64 TCN RNN MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 7571.91 TFT
152 2024-09-04 7567.82 7576.5 7567.19 7571.67 7567.29 7574.64 7562.33 7562.51 7579.01 7547.71 7604.77 7562.58 7574.18 7572.53 7565.26 7556.47 7591.96 7588.91 7560.81 7582.39 7535.0 7547.71 7560.81 7591.96 7567.19 TCN TiDE StemGNN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.0 0.01 0.01 7547.71 TCN
153 2024-09-05 7545.36 7552.7 7536.81 7572.77 7543.65 7554.34 7543.55 7530.69 7545.04 7525.55 7580.8 7526.22 7551.9 7551.99 7529.33 7540.59 7588.3 7577.33 7536.12 7562.67 7475.0 7525.55 7526.22 7580.8 7536.81 TCN DilatedRNN BiTCN LSTM 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 7525.55 TCN
154 2024-09-06 7489.13 7530.06 7468.77 7567.33 7490.51 7523.74 7484.99 7463.25 7472.63 7487.4 7541.51 7450.58 7511.96 7517.22 7469.27 7511.44 7581.11 7568.4 7483.83 7535.0 7442.5 7487.4 7450.58 7568.4 7483.83 TCN DilatedRNN MLPMultivariate TiDE 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.02 7450.58 DilatedRNN
155 2024-09-09 7477.12 7518.37 7445.95 7539.01 7447.32 7499.81 7457.06 7440.96 7453.29 7463.9 7499.5 7414.84 7488.55 7477.18 7432.64 7497.93 7572.17 7548.29 7447.32 7475.0 7422.5 7453.29 7414.84 7548.29 7447.32 GRU DilatedRNN MLPMultivariate TiDE 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.02 7414.84 DilatedRNN
156 2024-09-10 7456.85 7501.8 7427.16 7514.64 7422.65 7479.61 7434.15 7419.56 7435.08 7450.96 7466.84 7396.45 7459.6 7444.46 7420.32 7478.98 7562.58 7523.61 7425.64 7442.5 7412.5 7435.08 7396.45 7523.61 7427.16 GRU DilatedRNN MLPMultivariate LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 7419.56 RNN
157 2024-09-11 7431.63 7488.65 7421.85 7484.77 7405.92 7468.94 7418.03 7409.36 7431.29 7444.13 7435.7 7386.46 7435.07 7418.62 7414.43 7467.43 7553.1 7497.19 7418.09 7422.5 7387.5 7422.5 7386.46 7497.19 7421.85 DeepNPTS DilatedRNN MLPMultivariate LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 7386.46 DilatedRNN
158 2024-09-12 7398.92 7473.74 7392.92 7436.31 7384.28 7455.46 7387.81 7391.31 7405.78 7437.62 7402.3 7358.95 7406.29 7400.44 7386.07 7451.55 7542.7 7450.64 7395.83 7412.51 7380.0 7398.92 7358.95 7473.74 7395.83 NHITS DilatedRNN Informer TiDE 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.01 0.01 0.02 7384.28 TSMixer
159 2024-09-13 7387.89 7452.98 7392.81 7394.62 7370.54 7445.65 7375.93 7386.79 7406.8 7437.69 7380.1 7357.82 7390.09 7401.12 7384.26 7432.34 7532.57 7427.63 7384.53 7387.57 7395.0 7370.54 7357.82 7452.98 7392.81 TSMixer DilatedRNN Informer LSTM 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.0 0.0 0.02 7394.62 iTransformer
160 2024-09-14 7398.8 7448.38 7415.44 7368.94 7381.92 7434.69 7389.77 7404.15 7424.27 7446.08 7377.0 7380.42 7384.06 7403.66 7403.4 7426.29 7523.94 7425.34 7393.14 7381.05 7375.0 7381.05 7380.42 7448.38 7415.44 DeepNPTS DilatedRNN Informer LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.02 7377.0 BiTCN
161 2024-09-18 7373.29 7433.29 7386.28 7329.25 7376.52 7412.15 7366.51 7377.15 7398.32 7444.71 7372.7 7360.6 7359.8 7382.27 7384.26 7407.78 7514.74 7414.36 7382.19 7396.33 7342.5 7396.33 7360.6 7444.71 7386.28 DeepNPTS DilatedRNN TCN LSTM 0.01 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.02 7329.25 iTransformer
162 2024-09-19 7345.12 7423.38 7354.42 7277.35 7354.17 7386.27 7350.0 7351.29 7372.91 7441.94 7368.46 7339.54 7347.83 7371.14 7345.66 7383.4 7504.32 7387.84 7357.27 7375.54 7325.0 7372.91 7339.54 7441.94 7357.27 GRU DilatedRNN TCN TiDE 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.02 0.01 0.01 0.02 7339.54 DilatedRNN
163 2024-09-20 7342.11 7401.09 7341.36 7221.53 7336.63 7372.35 7341.57 7339.75 7361.3 7437.13 7368.07 7329.55 7347.69 7356.94 7335.71 7368.56 7493.44 7352.7 7337.79 7355.56 7340.0 7329.55 7437.13 7341.36 DilatedRNN TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.02 0.0 0.02 7339.75 RNN
164 2024-09-23 7367.46 7401.63 7362.13 7193.23 7341.63 7375.19 7357.71 7350.42 7378.34 7442.19 7372.96 7345.42 7355.94 7358.66 7345.75 7383.85 7484.01 7328.74 7335.99 7350.67 7310.0 7350.67 7335.99 7442.19 7362.13 DeepNPTS TiDE TCN LSTM 0.0 0.01 0.0 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.02 0.0 0.02 7328.74 MLPMultivariate
165 2024-09-24 7347.11 7369.08 7327.08 7184.46 7324.37 7358.97 7324.65 7320.32 7345.2 7433.41 7367.03 7315.2 7335.14 7339.29 7318.8 7372.53 7473.5 7302.72 7309.44 7311.45 7280.0 7311.45 7309.44 7433.41 7327.08 DeepNPTS TiDE TCN LSTM 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.0 0.03 7302.72 MLPMultivariate
166 2024-09-25 7337.68 7343.42 7309.85 7403.08 7300.53 7338.34 7316.54 7302.59 7327.5 7421.26 7354.32 7295.57 7333.55 7317.72 7283.23 7342.64 7462.0 7437.99 7292.34 7281.34 7315.0 7283.23 7437.99 7309.85 NLinear MLPMultivariate LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.02 0.02 7316.54 PatchTST
167 2024-09-26 7386.44 7341.61 7345.36 7435.37 7318.42 7346.22 7348.73 7340.58 7362.8 7431.2 7356.0 7324.47 7353.46 7337.65 7320.65 7354.6 7452.84 7508.93 7315.25 7315.34 7310.0 7315.34 7315.25 7452.84 7345.36 DeepNPTS TiDE StemGNN LSTM 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.02 0.02 0.03 0.02 7315.25 TiDE
168 2024-09-27 7381.15 7328.46 7332.75 7406.75 7317.09 7346.12 7331.73 7320.92 7349.47 7429.06 7351.81 7309.78 7334.64 7314.31 7316.95 7352.38 7443.9 7528.81 7306.65 7311.16 7310.0 7309.78 7306.65 7443.9 7332.75 DilatedRNN TiDE StemGNN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.02 0.01 0.03 0.02 7309.78 DilatedRNN
169 2024-09-29 7384.15 7327.32 7337.93 7345.99 7317.25 7344.34 7338.88 7327.86 7355.93 7435.85 7345.17 7314.27 7328.31 7307.46 7313.57 7350.19 7434.77 7530.15 7314.67 7313.31 7365.0 7313.31 7313.57 7435.85 7337.93 DeepNPTS NLinear TCN LSTM 0.01 0.01 0.01 0.0 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.02 0.01 7355.93 GRU
170 2024-09-30 7415.55 7352.2 7403.82 7401.76 7357.28 7360.55 7371.52 7392.1 7410.08 7468.94 7351.29 7374.02 7353.45 7336.29 7371.57 7373.65 7428.29 7573.34 7362.65 7365.42 7420.0 7351.29 7362.65 7468.94 7403.82 BiTCN TiDE TCN LSTM 0.01 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.02 0.0 7415.55 NHITS
171 2024-10-08 7413.39 7409.56 7462.21 7444.58 7405.36 7396.59 7407.2 7431.76 7460.04 7500.73 7378.97 7438.91 7375.62 7365.27 7425.37 7423.06 7424.11 7630.56 7411.88 7419.61 7602.5 7375.62 7411.88 7630.56 7462.21 MLP TiDE MLPMultivariate LSTM 0.02 0.02 0.03 0.02 0.02 0.03 0.03 0.02 0.02 0.03 0.02 0.02 0.03 0.03 0.03 0.03 0.01 0.02 0.0 0.02 7630.56 MLPMultivariate
172 2024-10-09 7579.91 7556.33 7696.39 7566.58 7555.9 7556.58 7630.08 7670.55 7702.68 7638.44 7573.12 7705.03 7584.66 7484.14 7607.14 7611.41 7424.18 7800.65 7574.46 7602.4 7602.5 7484.14 7574.46 7705.03 DLinear TiDE DilatedRNN 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.02 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.03 0.02 7602.4 DeepNPTS
173 2024-10-10 7575.56 7596.86 7627.47 7619.68 7624.68 7621.92 7625.84 7623.26 7632.98 7668.69 7663.99 7679.77 7637.41 7542.54 7608.91 7600.68 7424.37 7820.1 7604.86 7602.44 7585.0 7542.54 7604.86 7679.77 DLinear TiDE DilatedRNN 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.03 0.02 7575.56 NHITS
174 2024-10-11 7628.35 7601.27 7618.62 7603.43 7626.54 7664.98 7622.66 7592.53 7625.98 7680.63 7699.01 7640.88 7648.54 7571.69 7587.7 7604.0 7424.4 7784.88 7600.0 7584.98 7575.0 7571.69 7587.7 7699.01 7640.88 DLinear NLinear BiTCN DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.01 0.02 0.01 0.0 0.03 0.02 7571.69 DLinear
175 2024-10-12 7633.67 7618.32 7594.08 7582.04 7603.76 7674.04 7605.06 7599.97 7602.33 7617.73 7715.68 7613.97 7646.51 7571.18 7574.51 7612.55 7424.28 7735.88 7567.15 7574.99 7576.67 7567.15 7715.68 7613.97 TiDE BiTCN DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.02 0.01 0.0 0.02 0.02 7574.99 DeepNPTS
176 2024-10-14 7653.81 7630.65 7595.95 7555.79 7563.84 7673.07 7578.99 7559.27 7606.22 7590.25 7707.99 7611.86 7658.07 7556.69 7561.98 7637.48 7424.14 7701.3 7546.09 7576.52 7565.0 7546.09 7701.3 7611.86 TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.02 0.0 0.0 0.02 0.02 7563.84 TSMixer
177 2024-10-15 7596.77 7620.22 7575.49 7504.66 7541.02 7645.56 7550.41 7563.09 7584.59 7583.52 7686.62 7594.43 7631.93 7525.27 7535.71 7624.88 7423.75 7647.81 7536.93 7564.88 7527.5 7504.66 7535.71 7647.81 7594.43 iTransformer NLinear MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.01 0.02 0.02 0.01 0.0 0.02 0.01 7525.27 DLinear
178 2024-10-16 7537.38 7620.99 7528.69 7451.79 7512.35 7561.82 7499.04 7525.2 7534.81 7547.84 7628.83 7523.73 7571.32 7509.33 7482.41 7535.02 7422.73 7588.29 7511.74 7511.9 7477.5 7451.79 7482.41 7620.99 7528.69 iTransformer NLinear Informer LSTM 0.0 0.01 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.01 0.02 0.01 0.02 0.01 0.0 0.01 0.01 7482.41 NLinear
179 2024-10-17 7490.33 7601.67 7475.72 7413.38 7458.59 7485.5 7430.83 7471.65 7480.05 7518.8 7557.3 7453.42 7502.93 7485.75 7450.03 7454.11 7420.69 7541.86 7464.34 7475.21 7467.5 7420.69 7450.03 7557.3 7475.72 StemGNN NLinear BiTCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.02 0.0 0.01 0.01 0.01 0.01 0.01 7464.34 TiDE
180 2024-10-18 7478.69 7618.04 7477.15 7401.91 7435.49 7470.61 7414.93 7471.33 7483.34 7473.51 7506.43 7414.35 7464.17 7435.23 7464.47 7434.98 7418.43 7530.27 7448.03 7474.44 7370.0 7435.49 7414.35 7530.27 7477.15 TSMixer DilatedRNN MLPMultivariate LSTM 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.01 0.02 0.01 0.01 0.01 0.01 0.03 0.01 0.02 0.01 0.0 0.02 0.01 7401.91 iTransformer
181 2024-10-21 7351.33 7464.07 7351.7 7378.64 7367.16 7417.71 7318.49 7356.18 7369.51 7432.82 7407.67 7312.07 7372.31 7358.34 7360.04 7332.51 7413.26 7488.47 7360.11 7466.75 7362.5 7318.49 7312.07 7466.75 7360.11 PatchTST DilatedRNN DeepNPTS TiDE 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.0 0.02 0.01 7360.11 TiDE
182 2024-10-22 7344.0 7420.61 7372.97 7356.97 7340.58 7344.55 7320.62 7369.73 7394.98 7425.47 7345.69 7321.17 7352.98 7331.07 7343.6 7349.05 7407.93 7482.92 7340.69 7370.03 7346.67 7321.17 7425.47 7372.97 DilatedRNN TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.0 0.02 0.01 7345.69 BiTCN
183 2024-10-23 7318.68 7349.63 7351.23 7343.76 7327.8 7308.26 7313.73 7354.39 7369.49 7419.87 7297.33 7311.08 7333.77 7306.12 7315.16 7342.97 7402.13 7461.36 7329.76 7362.57 7357.5 7306.12 7311.08 7419.87 7354.39 DLinear DilatedRNN TCN RNN 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.01 0.01 7354.39 RNN
184 2024-10-24 7332.02 7332.76 7374.31 7333.8 7329.64 7342.82 7343.69 7356.94 7392.53 7430.7 7278.94 7326.74 7325.37 7332.06 7342.69 7350.51 7396.69 7458.39 7342.08 7346.69 7352.5 7325.37 7326.74 7430.7 7374.31 MLP DilatedRNN TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.01 0.01 7350.51 TFT
185 2024-10-25 7341.74 7293.06 7366.42 7319.07 7339.96 7359.99 7370.54 7370.27 7382.04 7432.93 7259.45 7324.02 7321.69 7319.84 7359.37 7336.29 7391.29 7460.46 7358.44 7357.54 7372.5 7293.06 7324.02 7432.93 7370.27 Informer DilatedRNN TCN RNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.02 0.01 0.01 0.01 0.0 7370.54 PatchTST
186 2024-10-28 7344.72 7319.59 7397.69 7322.86 7366.56 7356.09 7400.03 7384.1 7409.74 7443.96 7265.26 7362.26 7344.67 7345.9 7381.35 7355.78 7386.77 7474.65 7386.76 7352.37 7373.33 7319.59 7362.26 7443.96 7397.69 Informer DilatedRNN TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.01 0.0 7366.56 TSMixer
187 2024-10-29 7359.09 7309.05 7393.36 7346.79 7376.6 7374.11 7393.55 7384.43 7402.9 7452.68 7299.63 7378.7 7352.16 7395.18 7389.32 7366.07 7382.29 7455.52 7373.86 7373.17 7380.0 7309.05 7373.86 7452.68 7393.36 Informer TiDE TCN LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.0 0.01 0.0 7378.7 DilatedRNN
188 2024-10-30 7358.99 7341.46 7405.33 7416.18 7381.48 7426.02 7377.57 7389.75 7414.11 7470.71 7350.95 7408.24 7357.65 7411.46 7388.27 7396.68 7378.24 7473.96 7359.31 7391.33 7330.0 7381.48 7359.31 7470.71 7408.24 TSMixer TiDE TCN DilatedRNN 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.0 0.01 0.0 0.02 0.01 0.02 0.01 7341.46 Informer
189 2024-10-31 7312.56 7305.57 7340.64 7456.83 7354.07 7421.74 7296.75 7337.7 7358.05 7471.7 7350.27 7369.02 7348.39 7402.12 7340.37 7326.14 7372.69 7468.82 7330.87 7388.27 7340.0 7305.57 7330.87 7468.82 7369.02 Informer TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.01 0.0 0.02 0.02 0.02 0.0 7340.37 NLinear
190 2024-11-01 7343.08 7325.18 7365.97 7418.3 7350.28 7392.95 7324.07 7355.09 7382.28 7474.65 7365.08 7377.86 7372.56 7387.91 7340.9 7339.71 7367.81 7459.85 7335.55 7377.83 7363.33 7325.18 7335.55 7459.85 7377.86 Informer TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.02 0.01 0.01 0.0 7365.08 BiTCN
191 2024-11-04 7386.98 7346.15 7387.89 7369.52 7364.33 7391.78 7341.57 7376.17 7396.97 7479.09 7375.33 7398.98 7399.13 7360.83 7360.96 7393.32 7364.03 7461.72 7357.11 7379.33 7360.0 7346.15 7357.11 7461.72 7398.98 Informer TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.02 0.0 0.01 0.0 7360.83 DLinear
192 2024-11-05 7391.64 7351.35 7380.57 7346.31 7361.38 7392.48 7346.13 7362.84 7391.88 7478.33 7376.7 7386.92 7404.12 7376.09 7372.73 7392.84 7360.4 7451.46 7349.65 7347.05 7357.5 7346.31 7349.65 7451.46 7386.92 iTransformer TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.02 0.0 0.01 0.0 7360.4 StemGNN
193 2024-11-06 7377.09 7346.7 7380.05 7335.56 7358.76 7378.26 7347.79 7375.06 7391.63 7476.48 7358.81 7383.4 7388.88 7361.92 7379.12 7385.59 7356.97 7412.7 7342.42 7377.96 7383.33 7342.42 7412.7 7383.4 TiDE MLPMultivariate DilatedRNN 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.0 0.0 7383.4 DilatedRNN
194 2024-11-07 7388.92 7358.83 7413.9 7342.16 7375.17 7391.05 7372.72 7398.94 7420.15 7477.76 7361.6 7396.03 7409.27 7366.39 7401.27 7405.46 7355.01 7421.77 7363.14 7384.18 7366.67 7355.01 7363.14 7421.77 7413.9 StemGNN TiDE MLPMultivariate LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.0 0.0 0.02 0.0 0.01 0.0 7366.39 DLinear
195 2024-11-08 7353.58 7344.83 7383.68 7340.64 7369.75 7386.01 7355.9 7370.14 7393.42 7466.26 7359.23 7360.38 7396.27 7382.97 7375.96 7376.72 7353.13 7417.78 7356.34 7372.99 7383.33 7344.83 7356.34 7417.78 7383.68 Informer TiDE MLPMultivariate LSTM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.01 0.01 0.0 0.0 7383.68 LSTM
196 2024-11-11 7379.68 7363.24 7413.31 7352.35 7379.62 7397.03 7377.89 7396.57 7420.56 7476.66 7373.14 7364.99 7411.73 7361.13 7384.96 7384.97 7352.16 7430.21 7378.04 7383.47 7340.0 7363.24 7364.99 7430.21 7413.31 Informer DilatedRNN MLPMultivariate LSTM 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.01 0.0 0.01 0.01 0.01 0.0 0.01 0.0 0.02 0.0 0.01 0.0 7352.16 StemGNN
197 2024-11-12 7341.77 7294.74 7349.73 7357.31 7360.36 7414.32 7341.37 7347.22 7365.44 7470.71 7359.69 7316.59 7389.09 7367.12 7335.55 7337.95 7350.08 7408.84 7358.53 7392.38 7306.67 7360.36 7316.59 7414.32 7358.53 TSMixer DilatedRNN TSMixerx TiDE 0.0 0.01 0.01 0.01 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.01 0.0 0.01 0.01 0.02 0.01 0.01 0.01 7316.59 DilatedRNN
198 2024-11-13 7381.98 7287.19 7351.89 7350.5 7376.17 7422.79 7383.6 7340.75 7387.01 7469.26 7353.83 7317.99 7432.26 7361.68 7364.91 7332.75 7348.14 7431.79 7365.84 7405.65 7323.33 7317.99 7432.26 7365.84 DilatedRNN MLP TiDE 0.01 0.0 0.01 0.0 0.0 0.01 0.01 0.01 0.01 0.01 0.01 0.0 0.01 0.0 0.01 0.0 0.02 0.0 0.01 0.0 7317.99 DilatedRNN
199 2024-11-14 7382.61 7254.22 7354.04 7348.43 7380.54 7393.63 7401.79 7312.58 7382.11 7465.35 7365.01 7333.27 7446.75 7349.96 7346.71 7327.26 7336.3 7436.18 7378.39 7422.76 7353.33 7312.58 7446.75 7378.39 RNN MLP TiDE 0.0 0.01 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.01 0.0 0.01 0.01 0.01 0.0 0.02 0.0 0.01 0.0 7354.04 LSTM
200 2024-11-15 7381.57 7295.52 7368.15 7328.46 7378.27 7388.9 7390.94 7306.41 7388.54 7474.63 7368.29 7331.23 7442.02 7386.59 7333.92 7323.29 7347.5 7405.92 7384.14 7402.9 7393.33 7306.41 7442.02 7384.14 RNN MLP TiDE 0.01 0.01 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.01 0.01 0.0 0.01 7390.94 PatchTST
201 2024-11-18 7351.67 7319.07 7406.21 7316.12 7375.26 7372.63 7385.84 7357.07 7391.6 7479.03 7371.18 7359.46 7430.76 7360.74 7375.31 7320.7 7358.16 7380.2 7378.35 7394.49 7363.33 7319.07 7357.07 7430.76 7406.21 Informer RNN MLP LSTM 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.01 0.01 0.01 0.0 0.0 0.02 0.01 0.0 0.0 7360.74 DLinear
202 2024-11-19 7359.2 7325.43 7374.63 7342.03 7352.78 7343.61 7342.73 7372.25 7381.78 7449.07 7317.24 7350.61 7326.66 7375.86 7335.6 7364.06 7345.6 7354.37 7365.84 7367.14 7325.43 7365.84 7354.37 7374.63 Informer TiDE MLPMultivariate LSTM
203 2024-11-20 7339.67 7303.26 7375.4 7320.67 7341.12 7339.04 7337.23 7369.62 7401.5 7449.81 7307.54 7353.7 7321.71 7326.19 7327.7 7355.31 7343.62 7344.18 7327.17 7372.86 7303.26 7327.17 7344.18 7375.4 Informer TiDE MLPMultivariate LSTM
204 2024-11-21 7313.64 7310.42 7380.75 7315.62 7321.95 7387.1 7330.4 7346.73 7399.87 7443.93 7302.45 7366.74 7310.2 7341.94 7341.78 7348.73 7331.54 7333.94 7305.5 7363.12 7310.42 7305.5 7333.94 7380.75 Informer TiDE MLPMultivariate LSTM
205 2024-11-22 7296.48 7321.02 7392.48 7309.1 7300.34 7376.25 7299.74 7331.89 7405.18 7451.16 7291.02 7360.91 7294.78 7323.82 7406.11 7343.82 7342.97 7315.08 7304.24 7363.37 7321.02 7304.24 7315.08 7392.48 Informer TiDE MLPMultivariate LSTM
206 2024-11-25 7286.7 7319.39 7421.41 7314.21 7278.51 7335.19 7267.8 7370.68 7405.27 7454.45 7288.73 7384.35 7295.84 7330.96 7369.37 7341.7 7353.84 7304.88 7295.69 7353.22 7319.39 7295.69 7304.88 7421.41 Informer TiDE MLPMultivariate LSTM

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ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model
2024-01-29,7327.54,7371.2856,7327.9795,7384.885,7303.0186,7287.3315,7292.8896,7315.115,7343.5977,7448.8076,7326.1924,7305.5063,7323.524,7296.2896,7310.326,7284.556,7305.0786,7307.854,7296.64,7296.585,7305.0,7287.33,7384.88,TSMixerx,iTransformer 2024-01-29,7327.54,7371.2856,7327.9795,7384.885,7303.0186,7287.3315,7292.8896,7315.115,7343.5977,7448.8076,7326.1924,7305.5063,7323.524,7296.2896,7310.326,7284.556,7305.0786,7307.854,7296.64,7296.585,7305.0,7296.64013671875,7327.9794921875,TiDE,LSTM
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2024-02-06,7238.1196,7245.9375,7284.3765,7245.9297,7214.966,7191.3247,7208.555,7264.1216,7290.8286,7402.405,7214.5146,7247.1934,7215.7324,7210.972,7213.2725,7208.0527,7284.472,7215.4717,7216.571,7240.1157,7246.6665,7208.05,7290.83,TFT,GRU 2024-02-06,7238.1196,7245.9375,7284.3765,7245.9297,7214.966,7191.3247,7208.555,7264.1216,7290.8286,7402.405,7214.5146,7247.1934,7215.7324,7210.972,7213.2725,7208.0527,7284.472,7215.4717,7216.571,7240.1157,7246.6665,7213.2724609375,7284.37646484375,NLinear,LSTM
2024-02-07,7250.0728,7249.5786,7298.5312,7246.314,7225.5596,7233.2617,7233.5103,7282.6904,7310.7695,7411.9214,7197.425,7269.3145,7226.5107,7226.7334,7229.025,7225.509,7280.56,7230.7563,7231.607,7227.758,7255.0,7225.51,7310.77,TFT,GRU 2024-02-07,7250.0728,7249.5786,7298.5312,7246.314,7225.5596,7233.2617,7233.5103,7282.6904,7310.7695,7411.9214,7197.425,7269.3145,7226.5107,7226.7334,7229.025,7225.509,7280.56,7230.7563,7231.607,7227.758,7255.0,7229.02490234375,7298.53125,NLinear,LSTM
2024-02-08,7255.888,7238.047,7302.062,7239.053,7240.0234,7246.6807,7249.718,7290.1685,7314.031,7416.259,7187.06,7274.244,7236.2188,7231.464,7251.076,7240.224,7277.064,7237.261,7253.372,7246.6787,7270.0,7231.46,7314.03,DLinear,GRU 2024-02-08,7255.888,7238.047,7302.062,7239.053,7240.0234,7246.6807,7249.718,7290.1685,7314.031,7416.259,7187.06,7274.244,7236.2188,7231.464,7251.076,7240.224,7277.064,7237.261,7253.372,7246.6787,7270.0,7251.076171875,7302.06201171875,NLinear,LSTM
2024-02-18,7255.7476,7235.38,7313.8047,7233.6855,7255.6904,7255.5767,7265.8315,7300.2495,7328.572,7421.755,7188.816,7284.8784,7247.1353,7230.468,7268.077,7274.995,7274.5186,7246.0713,7273.1055,7254.989,7336.6665,7230.47,7421.75,DLinear,TCN 2024-02-18,7255.7476,7235.38,7313.8047,7233.6855,7255.6904,7255.5767,7265.8315,7300.2495,7328.572,7421.755,7188.816,7284.8784,7247.1353,7230.468,7268.077,7274.995,7274.5186,7246.0713,7273.1055,7254.989,7336.6665,7268.0771484375,7313.8046875,NLinear,LSTM
2024-02-19,7328.241,7286.074,7381.018,7275.307,7308.4116,7310.3076,7327.4346,7366.1816,7388.414,7447.075,7280.0312,7355.517,7284.432,7281.5015,7344.23,7354.4004,7273.632,7291.6636,7323.833,7270.3794,7350.0,7273.63,7388.41,StemGNN,GRU 2024-02-19,7328.241,7286.074,7381.018,7275.307,7308.4116,7310.3076,7327.4346,7366.1816,7388.414,7447.075,7280.0312,7355.517,7284.432,7281.5015,7344.23,7354.4004,7273.632,7291.6636,7323.833,7270.3794,7350.0,7323.8330078125,7381.01806640625,TiDE,LSTM
2024-02-20,7340.944,7314.0327,7381.5713,7320.348,7338.1836,7366.514,7341.785,7363.2793,7388.778,7459.8125,7353.135,7385.1006,7303.8467,7305.5444,7355.2246,7374.68,7273.196,7317.2275,7334.7188,7315.848,7335.0,7303.85,7388.78,MLP,GRU 2024-02-20,7340.944,7314.0327,7381.5713,7320.348,7338.1836,7366.514,7341.785,7363.2793,7388.778,7459.8125,7353.135,7385.1006,7303.8467,7305.5444,7355.2246,7374.68,7273.196,7317.2275,7334.7188,7315.848,7335.0,7334.71875,7385.1005859375,TiDE,DilatedRNN
2024-02-21,7328.0884,7291.2524,7364.2417,7319.2456,7332.968,7412.6357,7331.434,7349.3823,7375.823,7465.6343,7385.7275,7387.225,7307.3833,7333.665,7337.7866,7342.363,7272.3896,7318.1006,7325.3853,7314.4683,7297.5,7291.25,7412.64,Informer,TSMixerx 2024-02-21,7328.0884,7291.2524,7364.2417,7319.2456,7332.968,7412.6357,7331.434,7349.3823,7375.823,7465.6343,7385.7275,7387.225,7307.3833,7333.665,7337.7866,7342.363,7272.3896,7318.1006,7325.3853,7314.4683,7297.5,7325.38525390625,7387.22509765625,TiDE,DilatedRNN
2024-02-22,7287.8735,7267.143,7325.016,7277.247,7305.414,7391.882,7303.8286,7321.0156,7340.7817,7453.1045,7382.0225,7339.7095,7294.562,7318.521,7298.753,7277.442,7270.509,7301.041,7291.3823,7276.9814,7285.0,7270.51,7391.88,StemGNN,TSMixerx 2024-02-22,7287.8735,7267.143,7325.016,7277.247,7305.414,7391.882,7303.8286,7321.0156,7340.7817,7453.1045,7382.0225,7339.7095,7294.562,7318.521,7298.753,7277.442,7270.509,7301.041,7291.3823,7276.9814,7285.0,7291.38232421875,7339.70947265625,TiDE,DilatedRNN
2024-02-23,7274.399,7269.568,7318.807,7248.7266,7289.0947,7370.73,7297.7876,7303.6953,7335.4224,7444.233,7366.254,7323.166,7289.08,7303.606,7282.352,7266.3247,7268.189,7293.0938,7280.006,7282.8047,7306.6665,7266.32,7370.73,TFT,TSMixerx 2024-02-23,7274.399,7269.568,7318.807,7248.7266,7289.0947,7370.73,7297.7876,7303.6953,7335.4224,7444.233,7366.254,7323.166,7289.08,7303.606,7282.352,7266.3247,7268.189,7293.0938,7280.006,7282.8047,7306.6665,7280.005859375,7323.166015625,TiDE,DilatedRNN
2024-02-26,7317.076,7264.941,7337.7056,7258.444,7297.6904,7360.0747,7324.8403,7325.023,7354.1455,7444.2607,7362.535,7327.898,7317.0273,7295.977,7301.972,7291.581,7266.6943,7302.3555,7294.468,7344.75,7292.5,7264.94,7362.54,Informer,BiTCN 2024-02-26,7317.076,7264.941,7337.7056,7258.444,7297.6904,7360.0747,7324.8403,7325.023,7354.1455,7444.2607,7362.535,7327.898,7317.0273,7295.977,7301.972,7291.581,7266.6943,7302.3555,7294.468,7344.75,7292.5,7294.4677734375,7337.70556640625,TiDE,LSTM
2024-02-27,7324.8584,7265.309,7320.64,7250.013,7294.186,7304.1113,7298.2075,7308.625,7337.1943,7439.2734,7344.686,7310.365,7318.0415,7292.697,7282.6455,7268.987,7265.1797,7294.638,7286.2944,7335.9023,7306.6665,7265.18,7344.69,StemGNN,BiTCN 2024-02-27,7324.8584,7265.309,7320.64,7250.013,7294.186,7304.1113,7298.2075,7308.625,7337.1943,7439.2734,7344.686,7310.365,7318.0415,7292.697,7282.6455,7268.987,7265.1797,7294.638,7286.2944,7335.9023,7306.6665,7282.6455078125,7320.64013671875,NLinear,LSTM
2024-02-28,7350.4395,7289.5283,7338.2246,7309.689,7298.809,7324.0015,7322.149,7329.7837,7355.814,7445.0146,7333.113,7324.6567,7333.303,7311.2393,7305.7275,7297.4614,7264.3247,7302.66,7303.671,7363.8447,7353.3335,7289.53,7363.84,Informer,DeepNPTS 2024-02-28,7350.4395,7289.5283,7338.2246,7309.689,7298.809,7324.0015,7322.149,7329.7837,7355.814,7445.0146,7333.113,7324.6567,7333.303,7311.2393,7305.7275,7297.4614,7264.3247,7302.66,7303.671,7363.8447,7353.3335,7303.6708984375,7338.224609375,TiDE,LSTM
2024-02-29,7364.922,7312.732,7388.8384,7333.9785,7331.49,7367.615,7367.573,7377.5312,7397.033,7453.3794,7342.484,7349.7095,7365.7754,7333.8677,7360.886,7322.637,7264.3276,7322.595,7342.4907,7352.6177,7325.0,7312.73,7397.03,Informer,GRU 2024-02-29,7364.922,7312.732,7388.8384,7333.9785,7331.49,7367.615,7367.573,7377.5312,7397.033,7453.3794,7342.484,7349.7095,7365.7754,7333.8677,7360.886,7322.637,7264.3276,7322.595,7342.4907,7352.6177,7325.0,7342.49072265625,7388.83837890625,TiDE,LSTM
2024-03-01,7321.578,7316.2393,7343.9375,7309.51,7320.658,7330.7563,7334.3384,7332.159,7359.9653,7443.0215,7323.63,7307.3027,7329.6206,7315.678,7335.521,7305.787,7264.1797,7304.3496,7325.9053,7320.0366,7343.3335,7304.35,7359.97,MLPMultivariate,GRU 2024-03-01,7321.578,7316.2393,7343.9375,7309.51,7320.658,7330.7563,7334.3384,7332.159,7359.9653,7443.0215,7323.63,7307.3027,7329.6206,7315.678,7335.521,7305.787,7264.1797,7304.3496,7325.9053,7320.0366,7343.3335,7307.302734375,7343.9375,DilatedRNN,LSTM
2024-03-04,7340.802,7317.3306,7376.918,7311.154,7328.219,7340.468,7340.3086,7365.1484,7388.8574,7450.7354,7315.865,7323.957,7323.977,7333.2466,7339.4756,7315.3276,7264.3325,7301.3037,7341.7275,7340.6304,7330.0,7301.3,7388.86,MLPMultivariate,GRU 2024-03-04,7340.802,7317.3306,7376.918,7311.154,7328.219,7340.468,7340.3086,7365.1484,7388.8574,7450.7354,7315.865,7323.957,7323.977,7333.2466,7339.4756,7315.3276,7264.3325,7301.3037,7341.7275,7340.6304,7330.0,7323.95703125,7376.91796875,DilatedRNN,LSTM
2024-03-05,7315.2905,7324.3237,7350.444,7305.61,7325.7393,7339.7915,7318.9697,7344.8457,7365.5527,7451.8755,7304.357,7319.4277,7316.457,7325.9277,7321.5146,7307.3413,7264.214,7297.3003,7327.1245,7328.323,7310.0,7297.3,7365.55,MLPMultivariate,GRU 2024-03-05,7315.2905,7324.3237,7350.444,7305.61,7325.7393,7339.7915,7318.9697,7344.8457,7365.5527,7451.8755,7304.357,7319.4277,7316.457,7325.9277,7321.5146,7307.3413,7264.214,7297.3003,7327.1245,7328.323,7310.0,7319.427734375,7350.44384765625,DilatedRNN,LSTM
2024-03-06,7308.373,7325.696,7334.6255,7294.158,7305.627,7325.1763,7312.541,7318.275,7352.913,7447.445,7298.8755,7308.506,7313.021,7309.36,7297.2993,7288.715,7263.7637,7286.975,7300.477,7306.5024,7297.5,7286.98,7352.91,MLPMultivariate,GRU 2024-03-06,7308.373,7325.696,7334.6255,7294.158,7305.627,7325.1763,7312.541,7318.275,7352.913,7447.445,7298.8755,7308.506,7313.021,7309.36,7297.2993,7288.715,7263.7637,7286.975,7300.477,7306.5024,7297.5,7297.29931640625,7334.62548828125,NLinear,LSTM
2024-03-07,7299.862,7322.526,7324.675,7282.332,7294.8735,7306.711,7313.406,7321.1187,7342.7246,7440.573,7289.942,7302.0376,7319.489,7285.3726,7297.0596,7280.8086,7263.1475,7286.3086,7293.879,7289.419,7290.0,7280.81,7342.72,TFT,GRU 2024-03-07,7299.862,7322.526,7324.675,7282.332,7294.8735,7306.711,7313.406,7321.1187,7342.7246,7440.573,7289.942,7302.0376,7319.489,7285.3726,7297.0596,7280.8086,7263.1475,7286.3086,7293.879,7289.419,7290.0,7293.87890625,7324.6748046875,TiDE,LSTM
2024-03-08,7284.222,7300.3496,7319.861,7274.833,7286.743,7293.7285,7302.802,7307.933,7337.868,7436.35,7274.2007,7299.68,7286.9375,7284.206,7288.37,7276.833,7262.7554,7277.1772,7291.021,7296.594,7295.0,7274.2,7337.87,BiTCN,GRU 2024-03-08,7284.222,7300.3496,7319.861,7274.833,7286.743,7293.7285,7302.802,7307.933,7337.868,7436.35,7274.2007,7299.68,7286.9375,7284.206,7288.37,7276.833,7262.7554,7277.1772,7291.021,7296.594,7295.0,7288.3701171875,7319.86083984375,NLinear,LSTM
2024-03-11,7271.2715,7287.878,7325.3354,7269.5693,7283.7026,7281.6074,7304.636,7315.3335,7343.5044,7434.8457,7270.7354,7301.897,7264.7705,7297.509,7293.4673,7279.9775,7262.8096,7273.0933,7289.3433,7281.022,7285.0,7264.77,7343.5,MLP,GRU 2024-03-11,7271.2715,7287.878,7325.3354,7269.5693,7283.7026,7281.6074,7304.636,7315.3335,7343.5044,7434.8457,7270.7354,7301.897,7264.7705,7297.509,7293.4673,7279.9775,7262.8096,7273.0933,7289.3433,7281.022,7285.0,7289.34326171875,7325.33544921875,TiDE,LSTM
2024-03-12,7252.8354,7289.8853,7316.3813,7238.3223,7271.274,7285.967,7283.5815,7308.112,7333.671,7423.9077,7273.6724,7295.1426,7244.6016,7296.6904,7275.3125,7274.42,7264.088,7267.1753,7270.405,7242.843,7283.3335,7242.84,7333.67,DeepNPTS,GRU 2024-03-12,7252.8354,7289.8853,7316.3813,7238.3223,7271.274,7285.967,7283.5815,7308.112,7333.671,7423.9077,7273.6724,7295.1426,7244.6016,7296.6904,7275.3125,7274.42,7264.088,7267.1753,7270.405,7242.843,7283.3335,7270.40478515625,7316.38134765625,TiDE,LSTM
2024-03-13,7248.938,7289.635,7317.692,7233.044,7267.635,7290.3125,7281.2026,7307.193,7335.384,7425.8755,7268.577,7309.177,7235.079,7304.1416,7278.2095,7275.3296,7265.651,7265.2554,7272.325,7235.6216,7285.0,7235.08,7335.38,MLP,GRU 2024-03-13,7248.938,7289.635,7317.692,7233.044,7267.635,7290.3125,7281.2026,7307.193,7335.384,7425.8755,7268.577,7309.177,7235.079,7304.1416,7278.2095,7275.3296,7265.651,7265.2554,7272.325,7235.6216,7285.0,7272.3251953125,7317.69189453125,TiDE,LSTM
2024-03-14,7265.6675,7272.352,7319.054,7246.859,7274.3047,7281.329,7285.092,7310.2607,7336.2573,7424.372,7279.022,7310.2495,7246.5537,7274.915,7288.535,7285.686,7269.2046,7272.7983,7280.9336,7245.8447,7277.5,7246.55,7336.26,MLP,GRU 2024-03-14,7265.6675,7272.352,7319.054,7246.859,7274.3047,7281.329,7285.092,7310.2607,7336.2573,7424.372,7279.022,7310.2495,7246.5537,7274.915,7288.535,7285.686,7269.2046,7272.7983,7280.9336,7245.8447,7277.5,7280.93359375,7319.05419921875,TiDE,LSTM
2024-03-15,7268.02,7272.377,7313.2935,7252.223,7272.3735,7267.2764,7274.578,7300.802,7329.858,7422.9077,7276.3623,7300.483,7249.938,7253.633,7269.2046,7284.1553,7271.747,7274.0024,7279.1475,7275.567,7353.3335,7252.22,7422.91,iTransformer,TCN 2024-03-15,7268.02,7272.377,7313.2935,7252.223,7272.3735,7267.2764,7274.578,7300.802,7329.858,7422.9077,7276.3623,7300.483,7249.938,7253.633,7269.2046,7284.1553,7271.747,7274.0024,7279.1475,7275.567,7353.3335,7269.20458984375,7313.29345703125,NLinear,LSTM
2024-03-18,7347.523,7331.5874,7398.1025,7300.4,7319.1963,7299.2505,7365.2866,7379.18,7404.796,7454.794,7304.7573,7381.734,7306.5664,7305.6533,7353.5864,7387.272,7274.584,7304.16,7330.823,7352.64,7387.5,7299.25,7404.8,TSMixerx,GRU 2024-03-18,7347.523,7331.5874,7398.1025,7300.4,7319.1963,7299.2505,7365.2866,7379.18,7404.796,7454.794,7304.7573,7381.734,7306.5664,7305.6533,7353.5864,7387.272,7274.584,7304.16,7330.823,7352.64,7387.5,7330.8232421875,7398.1025390625,TiDE,LSTM
2024-03-19,7383.2007,7377.062,7422.1787,7337.716,7360.5415,7351.514,7392.0273,7400.809,7423.6587,7474.671,7313.8677,7416.085,7356.2627,7326.808,7393.4097,7420.567,7276.2305,7330.5435,7363.473,7386.885,7435.0,7313.87,7474.67,BiTCN,TCN 2024-03-19,7383.2007,7377.062,7422.1787,7337.716,7360.5415,7351.514,7392.0273,7400.809,7423.6587,7474.671,7313.8677,7416.085,7356.2627,7326.808,7393.4097,7420.567,7276.2305,7330.5435,7363.473,7386.885,7435.0,7363.47314453125,7422.1787109375,TiDE,LSTM
2024-03-20,7431.3228,7405.089,7481.697,7376.288,7402.0117,7385.961,7459.232,7451.4297,7481.062,7500.148,7329.3774,7477.5176,7408.798,7385.252,7441.3843,7446.609,7277.801,7375.8203,7414.868,7433.0977,7460.0,7329.38,7481.7,BiTCN,LSTM 2024-03-20,7431.3228,7405.089,7481.697,7376.288,7402.0117,7385.961,7459.232,7451.4297,7481.062,7500.148,7329.3774,7477.5176,7408.798,7385.252,7441.3843,7446.609,7277.801,7375.8203,7414.868,7433.0977,7460.0,7414.8681640625,7481.69677734375,TiDE,LSTM
2024-03-21,7458.2275,7401.492,7497.2183,7416.5845,7435.339,7399.187,7477.399,7484.968,7496.0884,7515.9604,7349.7227,7505.508,7430.2617,7433.867,7467.8345,7466.1753,7280.6196,7415.174,7449.4546,7440.946,7422.5,7349.72,7505.51,BiTCN,DilatedRNN 2024-03-21,7458.2275,7401.492,7497.2183,7416.5845,7435.339,7399.187,7477.399,7484.968,7496.0884,7515.9604,7349.7227,7505.508,7430.2617,7433.867,7467.8345,7466.1753,7280.6196,7415.174,7449.4546,7440.946,7422.5,7449.45458984375,7505.5078125,TiDE,DilatedRNN
2024-03-22,7407.0825,7385.577,7442.542,7427.619,7418.8604,7399.5073,7396.7397,7421.226,7442.492,7503.784,7352.836,7447.2036,7399.149,7426.6504,7428.188,7410.6143,7284.129,7404.034,7430.581,7399.9756,7402.5,7352.84,7447.2,BiTCN,DilatedRNN 2024-03-22,7407.0825,7385.577,7442.542,7427.619,7418.8604,7399.5073,7396.7397,7421.226,7442.492,7503.784,7352.836,7447.2036,7399.149,7426.6504,7428.188,7410.6143,7284.129,7404.034,7430.581,7399.9756,7402.5,7421.22607421875,7447.20361328125,RNN,DilatedRNN
2024-03-25,7390.9316,7341.7417,7425.1035,7351.0176,7389.619,7396.7227,7393.906,7412.0156,7429.2393,7493.727,7344.5913,7410.24,7372.034,7425.9546,7402.7266,7362.529,7285.9043,7383.556,7400.5117,7386.4575,7372.5,7341.74,7429.24,Informer,GRU 2024-03-25,7390.9316,7341.7417,7425.1035,7351.0176,7389.619,7396.7227,7393.906,7412.0156,7429.2393,7493.727,7344.5913,7410.24,7372.034,7425.9546,7402.7266,7362.529,7285.9043,7383.556,7400.5117,7386.4575,7372.5,7400.51171875,7425.103515625,TiDE,LSTM
2024-03-26,7347.334,7326.359,7383.7305,7310.7183,7358.046,7389.9893,7351.148,7374.3765,7394.8364,7478.162,7345.3984,7372.223,7346.8843,7391.773,7355.676,7335.9077,7286.96,7355.5215,7355.3013,7348.9756,7365.0,7310.72,7394.84,iTransformer,GRU 2024-03-26,7347.334,7326.359,7383.7305,7310.7183,7358.046,7389.9893,7351.148,7374.3765,7394.8364,7478.162,7345.3984,7372.223,7346.8843,7391.773,7355.676,7335.9077,7286.96,7355.5215,7355.3013,7348.9756,7365.0,7355.30126953125,7383.73046875,TiDE,LSTM
2024-03-27,7332.6685,7312.6313,7381.709,7327.691,7341.7427,7356.66,7347.588,7365.008,7395.2363,7472.1733,7348.8047,7371.0938,7330.055,7369.823,7345.8745,7337.2305,7287.96,7336.0894,7351.8623,7342.38,7345.0,7312.63,7395.24,Informer,GRU 2024-03-27,7332.6685,7312.6313,7381.709,7327.691,7341.7427,7356.66,7347.588,7365.008,7395.2363,7472.1733,7348.8047,7371.0938,7330.055,7369.823,7345.8745,7337.2305,7287.96,7336.0894,7351.8623,7342.38,7345.0,7345.87451171875,7381.708984375,NLinear,LSTM
2024-03-28,7318.9517,7314.2285,7356.6807,7325.767,7325.5513,7327.4263,7330.2373,7354.8135,7374.066,7455.497,7348.2134,7331.0493,7302.6733,7352.365,7328.5137,7320.3345,7288.741,7314.206,7333.578,7330.548,7345.0,7302.67,7374.07,MLP,GRU 2024-03-28,7318.9517,7314.2285,7356.6807,7325.767,7325.5513,7327.4263,7330.2373,7354.8135,7374.066,7455.497,7348.2134,7331.0493,7302.6733,7352.365,7328.5137,7320.3345,7288.741,7314.206,7333.578,7330.548,7345.0,7328.513671875,7356.6806640625,NLinear,LSTM
2024-03-29,7333.2954,7331.351,7363.246,7327.6743,7319.564,7301.5522,7328.1797,7355.113,7380.952,7447.5664,7334.7427,7327.2666,7288.5444,7335.8066,7336.808,7319.2993,7289.9165,7297.9263,7332.412,7343.5093,7345.0,7289.92,7380.95,StemGNN,GRU 2024-03-29,7333.2954,7331.351,7363.246,7327.6743,7319.564,7301.5522,7328.1797,7355.113,7380.952,7447.5664,7334.7427,7327.2666,7288.5444,7335.8066,7336.808,7319.2993,7289.9165,7297.9263,7332.412,7343.5093,7345.0,7327.2666015625,7363.24609375,DilatedRNN,LSTM
2024-04-01,7348.0537,7330.572,7362.7725,7332.9604,7322.198,7298.061,7329.0166,7358.6577,7379.306,7439.0703,7324.079,7319.565,7297.908,7335.1064,7344.3975,7319.012,7290.8574,7297.928,7334.5747,7336.6123,7360.0,7297.91,7379.31,MLP,GRU 2024-04-01,7348.0537,7330.572,7362.7725,7332.9604,7322.198,7298.061,7329.0166,7358.6577,7379.306,7439.0703,7324.079,7319.565,7297.908,7335.1064,7344.3975,7319.012,7290.8574,7297.928,7334.5747,7336.6123,7360.0,7319.56494140625,7362.7724609375,DilatedRNN,LSTM
2024-04-02,7354.8457,7323.401,7383.785,7332.653,7333.635,7305.6133,7343.2495,7371.6064,7396.9644,7439.2964,7319.5005,7330.7207,7310.536,7330.504,7355.109,7328.9604,7291.783,7303.8853,7341.664,7354.6255,7380.0,7303.89,7396.96,MLPMultivariate,GRU 2024-04-02,7354.8457,7323.401,7383.785,7332.653,7333.635,7305.6133,7343.2495,7371.6064,7396.9644,7439.2964,7319.5005,7330.7207,7310.536,7330.504,7355.109,7328.9604,7291.783,7303.8853,7341.664,7354.6255,7380.0,7330.720703125,7383.78515625,DilatedRNN,LSTM
2024-04-03,7365.363,7363.4385,7406.764,7337.816,7351.973,7328.9243,7372.8433,7392.5435,7415.1196,7455.345,7328.296,7365.4688,7333.1133,7329.4907,7376.2812,7337.592,7293.337,7332.993,7356.929,7368.235,7397.5,7328.3,7415.12,BiTCN,GRU 2024-04-03,7365.363,7363.4385,7406.764,7337.816,7351.973,7328.9243,7372.8433,7392.5435,7415.1196,7455.345,7328.296,7365.4688,7333.1133,7329.4907,7376.2812,7337.592,7293.337,7332.993,7356.929,7368.235,7397.5,7356.92919921875,7406.76416015625,TiDE,LSTM
2024-04-07,7393.174,7399.1465,7426.612,7353.0283,7376.4893,7376.752,7414.109,7407.8154,7431.869,7469.0186,7340.048,7401.162,7367.347,7352.1235,7391.1353,7345.164,7296.0327,7358.918,7389.734,7383.014,7437.5,7340.05,7469.02,BiTCN,TCN 2024-04-07,7393.174,7399.1465,7426.612,7353.0283,7376.4893,7376.752,7414.109,7407.8154,7431.869,7469.0186,7340.048,7401.162,7367.347,7352.1235,7391.1353,7345.164,7296.0327,7358.918,7389.734,7383.014,7437.5,7389.73388671875,7426.61181640625,TiDE,LSTM
2024-04-08,7446.6924,7449.7544,7475.2563,7373.374,7410.5596,7404.134,7471.235,7453.1606,7476.517,7494.462,7348.689,7462.397,7410.8096,7377.585,7435.089,7383.2344,7300.344,7398.0693,7432.398,7434.5586,7490.0,7348.69,7494.46,BiTCN,TCN 2024-04-08,7446.6924,7449.7544,7475.2563,7373.374,7410.5596,7404.134,7471.235,7453.1606,7476.517,7494.462,7348.689,7462.397,7410.8096,7377.585,7435.089,7383.2344,7300.344,7398.0693,7432.398,7434.5586,7490.0,7432.39794921875,7475.25634765625,TiDE,LSTM
2024-04-09,7504.905,7467.537,7530.613,7433.774,7452.0054,7425.3403,7513.393,7508.9287,7533.4644,7525.638,7357.8564,7528.4937,7454.9614,7437.0137,7491.247,7428.2314,7304.7363,7457.517,7473.5537,7489.2837,7507.5,7357.86,7530.61,BiTCN,LSTM 2024-04-09,7504.905,7467.537,7530.613,7433.774,7452.0054,7425.3403,7513.393,7508.9287,7533.4644,7525.638,7357.8564,7528.4937,7454.9614,7437.0137,7491.247,7428.2314,7304.7363,7457.517,7473.5537,7489.2837,7507.5,7473.5537109375,7530.61279296875,TiDE,LSTM
2024-04-10,7507.6694,7467.993,7538.1147,7542.224,7472.328,7420.036,7503.443,7518.157,7542.6377,7545.1484,7374.8135,7566.422,7470.541,7473.4287,7509.802,7433.4985,7310.0293,7488.787,7488.6753,7506.1987,7497.5,7374.81,7545.15,BiTCN,TCN 2024-04-10,7507.6694,7467.993,7538.1147,7542.224,7472.328,7420.036,7503.443,7518.157,7542.6377,7545.1484,7374.8135,7566.422,7470.541,7473.4287,7509.802,7433.4985,7310.0293,7488.787,7488.6753,7506.1987,7497.5,7488.67529296875,7566.421875,TiDE,DilatedRNN
2024-04-11,7471.361,7447.9717,7520.0947,7595.639,7468.2266,7408.3325,7456.563,7507.32,7523.82,7548.4556,7392.3813,7548.813,7429.4277,7498.0825,7501.922,7419.362,7314.949,7464.2153,7485.503,7461.3413,7497.5,7392.38,7548.81,BiTCN,DilatedRNN 2024-04-11,7471.361,7447.9717,7520.0947,7595.639,7468.2266,7408.3325,7456.563,7507.32,7523.82,7548.4556,7392.3813,7548.813,7429.4277,7498.0825,7501.922,7419.362,7314.949,7464.2153,7485.503,7461.3413,7497.5,7485.5029296875,7548.81298828125,TiDE,DilatedRNN
2024-04-12,7441.4653,7422.594,7520.649,7489.6167,7460.528,7422.053,7457.3374,7508.158,7525.2314,7549.5034,7408.3726,7551.6904,7408.99,7522.645,7488.91,7405.511,7319.853,7442.42,7475.9414,7381.109,7506.6665,7381.11,7549.5,DeepNPTS,TCN 2024-04-12,7441.4653,7422.594,7520.649,7489.6167,7460.528,7422.053,7457.3374,7508.158,7525.2314,7549.5034,7408.3726,7551.6904,7408.99,7522.645,7488.91,7405.511,7319.853,7442.42,7475.9414,7381.109,7506.6665,7475.94140625,7551.6904296875,TiDE,DilatedRNN
2024-04-15,7437.4883,7392.7056,7528.9893,7359.854,7460.766,7406.296,7457.8774,7511.0024,7534.3423,7550.2856,7422.125,7559.664,7408.6436,7505.059,7499.318,7414.586,7324.3867,7350.284,7478.66,7390.3853,7482.5,7350.28,7550.29,MLPMultivariate,TCN 2024-04-15,7437.4883,7392.7056,7528.9893,7359.854,7460.766,7406.296,7457.8774,7511.0024,7534.3423,7550.2856,7422.125,7559.664,7408.6436,7505.059,7499.318,7414.586,7324.3867,7350.284,7478.66,7390.3853,7482.5,7478.66015625,7559.6640625,TiDE,DilatedRNN
2024-04-16,7414.4014,7356.5474,7493.419,7320.82,7445.327,7389.5503,7430.3423,7479.1465,7495.7896,7530.0034,7414.796,7504.091,7384.232,7474.4126,7463.9585,7395.259,7326.742,7316.681,7464.249,7352.0337,7495.0,7320.82,7504.09,iTransformer,DilatedRNN 2024-04-16,7414.4014,7356.5474,7493.419,7320.82,7445.327,7389.5503,7430.3423,7479.1465,7495.7896,7530.0034,7414.796,7504.091,7384.232,7474.4126,7463.9585,7395.259,7326.742,7316.681,7464.249,7352.0337,7495.0,7463.95849609375,7504.0908203125,NLinear,DilatedRNN
2024-04-17,7418.1523,7345.336,7517.467,7244.3267,7448.5728,7372.91,7443.809,7505.0737,7524.591,7532.585,7416.4146,7509.972,7377.5215,7468.4683,7480.951,7402.167,7328.876,7308.7583,7469.451,7336.165,7497.5,7308.76,7524.59,MLPMultivariate,GRU 2024-04-17,7418.1523,7345.336,7517.467,7244.3267,7448.5728,7372.91,7443.809,7505.0737,7524.591,7532.585,7416.4146,7509.972,7377.5215,7468.4683,7480.951,7402.167,7328.876,7308.7583,7469.451,7336.165,7497.5,7469.451171875,7517.466796875,TiDE,LSTM
2024-04-18,7436.2354,7365.206,7513.568,7192.3843,7453.5957,7372.54,7432.963,7503.9854,7517.9287,7524.563,7417.2803,7494.443,7394.3423,7452.6953,7495.288,7403.768,7331.6216,7302.1626,7473.5625,7444.699,7497.5,7302.16,7517.93,MLPMultivariate,GRU 2024-04-18,7436.2354,7365.206,7513.568,7192.3843,7453.5957,7372.54,7432.963,7503.9854,7517.9287,7524.563,7417.2803,7494.443,7394.3423,7452.6953,7495.288,7403.768,7331.6216,7302.1626,7473.5625,7444.699,7497.5,7473.5625,7513.56787109375,TiDE,LSTM
2024-04-19,7447.0806,7350.321,7514.8804,7205.8774,7455.567,7376.2446,7410.527,7499.0874,7521.575,7514.4854,7414.3438,7484.985,7403.5664,7462.2075,7490.3115,7405.585,7335.865,7309.3057,7468.847,7448.9966,7527.5,7309.31,7514.49,MLPMultivariate,TCN 2024-04-19,7447.0806,7350.321,7514.8804,7205.8774,7455.567,7376.2446,7410.527,7499.0874,7521.575,7514.4854,7414.3438,7484.985,7403.5664,7462.2075,7490.3115,7405.585,7335.865,7309.3057,7468.847,7448.9966,7527.5,7468.84716796875,7514.88037109375,TiDE,LSTM
2024-04-22,7475.883,7423.158,7553.94,7254.1865,7479.875,7386.6743,7447.7183,7543.102,7564.775,7529.091,7418.2056,7513.3813,7448.4033,7465.62,7534.029,7424.2153,7340.894,7353.6143,7495.132,7507.159,7527.5,7340.89,7553.94,StemGNN,LSTM 2024-04-22,7475.883,7423.158,7553.94,7254.1865,7479.875,7386.6743,7447.7183,7543.102,7564.775,7529.091,7418.2056,7513.3813,7448.4033,7465.62,7534.029,7424.2153,7340.894,7353.6143,7495.132,7507.159,7527.5,7495.1318359375,7553.93994140625,TiDE,LSTM
2024-04-23,7483.1704,7425.912,7543.3994,7290.925,7493.6997,7412.115,7452.9463,7529.652,7551.1343,7530.611,7420.402,7510.6343,7476.7812,7493.6245,7519.158,7425.5796,7345.308,7389.0503,7508.076,7474.1436,7510.0,7345.31,7543.4,StemGNN,LSTM 2024-04-23,7483.1704,7425.912,7543.3994,7290.925,7493.6997,7412.115,7452.9463,7529.652,7551.1343,7530.611,7420.402,7510.6343,7476.7812,7493.6245,7519.158,7425.5796,7345.308,7389.0503,7508.076,7474.1436,7510.0,7508.076171875,7543.3994140625,TiDE,LSTM
2024-04-24,7489.824,7449.7627,7522.4307,7284.6025,7487.656,7426.2656,7472.049,7511.7827,7529.634,7526.3643,7421.7383,7485.4575,7485.087,7501.4614,7492.875,7420.0005,7350.445,7407.3813,7501.6187,7474.4214,7487.5,7350.44,7526.36,StemGNN,TCN 2024-04-24,7489.824,7449.7627,7522.4307,7284.6025,7487.656,7426.2656,7472.049,7511.7827,7529.634,7526.3643,7421.7383,7485.4575,7485.087,7501.4614,7492.875,7420.0005,7350.445,7407.3813,7501.6187,7474.4214,7487.5,7485.45751953125,7522.4306640625,DilatedRNN,LSTM
2024-04-25,7478.175,7459.268,7497.68,7280.8003,7470.319,7445.5015,7489.487,7493.36,7502.2085,7512.972,7428.151,7459.135,7481.8677,7483.9165,7478.5474,7422.1445,7354.9907,7425.6543,7481.111,7463.771,7487.5,7354.99,7502.21,StemGNN,GRU 2024-04-25,7478.175,7459.268,7497.68,7280.8003,7470.319,7445.5015,7489.487,7493.36,7502.2085,7512.972,7428.151,7459.135,7481.8677,7483.9165,7478.5474,7422.1445,7354.9907,7425.6543,7481.111,7463.771,7487.5,7459.134765625,7497.68017578125,DilatedRNN,LSTM
2024-04-26,7471.7905,7504.4097,7503.64,7250.9985,7463.4204,7473.467,7521.545,7488.0747,7509.4736,7511.2256,7437.1514,7478.4175,7488.639,7486.8276,7477.294,7424.8477,7357.933,7426.3447,7478.559,7483.4316,7502.5,7357.93,7511.23,StemGNN,TCN 2024-04-26,7471.7905,7504.4097,7503.64,7250.9985,7463.4204,7473.467,7521.545,7488.0747,7509.4736,7511.2256,7437.1514,7478.4175,7488.639,7486.8276,7477.294,7424.8477,7357.933,7426.3447,7478.559,7483.4316,7502.5,7477.2939453125,7503.64013671875,NLinear,LSTM
2024-04-28,7467.8945,7518.133,7521.8115,7174.1064,7470.82,7479.4893,7536.9326,7508.1694,7528.3906,7516.836,7455.743,7505.5894,7480.8833,7472.892,7496.7207,7427.1,7362.1377,7417.9033,7486.9385,7501.281,7527.5,7362.14,7528.39,StemGNN,GRU 2024-04-28,7467.8945,7518.133,7521.8115,7174.1064,7470.82,7479.4893,7536.9326,7508.1694,7528.3906,7516.836,7455.743,7505.5894,7480.8833,7472.892,7496.7207,7427.1,7362.1377,7417.9033,7486.9385,7501.281,7527.5,7486.9384765625,7521.8115234375,TiDE,LSTM
2024-04-29,7481.1025,7537.4067,7551.2607,7198.683,7484.3076,7493.617,7539.073,7535.1357,7561.359,7538.5674,7471.2583,7551.516,7456.966,7503.5913,7513.179,7435.481,7365.9897,7410.411,7503.5625,7523.1265,7537.5,7365.99,7551.52,StemGNN,DilatedRNN 2024-04-29,7481.1025,7537.4067,7551.2607,7198.683,7484.3076,7493.617,7539.073,7535.1357,7561.359,7538.5674,7471.2583,7551.516,7456.966,7503.5913,7513.179,7435.481,7365.9897,7410.411,7503.5625,7523.1265,7537.5,7503.5625,7551.51611328125,TiDE,DilatedRNN
2024-04-30,7485.5576,7594.842,7557.28,7254.4175,7491.221,7476.6978,7528.6987,7545.3306,7567.3643,7559.401,7475.3867,7570.705,7438.036,7536.9814,7529.869,7442.824,7370.56,7405.342,7509.7266,7512.2437,7532.5,7370.56,7570.71,StemGNN,DilatedRNN 2024-04-30,7485.5576,7594.842,7557.28,7254.4175,7491.221,7476.6978,7528.6987,7545.3306,7567.3643,7559.401,7475.3867,7570.705,7438.036,7536.9814,7529.869,7442.824,7370.56,7405.342,7509.7266,7512.2437,7532.5,7509.7265625,7570.705078125,TiDE,DilatedRNN
2024-05-06,7483.9385,7574.701,7548.458,7325.2275,7489.1924,7448.354,7506.8403,7539.166,7557.914,7552.7583,7467.6,7562.0117,7421.79,7525.6177,7532.4536,7444.3916,7376.098,7394.2666,7509.6626,7408.6543,7502.5,7376.1,7562.01,StemGNN,DilatedRNN 2024-05-06,7483.9385,7574.701,7548.458,7325.2275,7489.1924,7448.354,7506.8403,7539.166,7557.914,7552.7583,7467.6,7562.0117,7421.79,7525.6177,7532.4536,7444.3916,7376.098,7394.2666,7509.6626,7408.6543,7502.5,7509.66259765625,7562.01171875,TiDE,DilatedRNN
2024-05-07,7454.256,7549.21,7509.903,7428.3076,7469.9204,7432.5,7468.808,7503.76,7514.606,7528.459,7455.187,7517.822,7393.6875,7501.2305,7494.9287,7449.213,7382.0747,7369.9253,7480.7466,7366.604,7475.0,7369.93,7528.46,MLPMultivariate,TCN 2024-05-07,7454.256,7549.21,7509.903,7428.3076,7469.9204,7432.5,7468.808,7503.76,7514.606,7528.459,7455.187,7517.822,7393.6875,7501.2305,7494.9287,7449.213,7382.0747,7369.9253,7480.7466,7366.604,7475.0,7480.74658203125,7517.82177734375,TiDE,DilatedRNN
2024-05-08,7448.621,7504.078,7483.7812,7341.15,7449.908,7422.8223,7453.707,7472.9927,7488.1543,7506.2876,7444.9937,7489.6187,7390.3047,7460.8916,7477.186,7433.9673,7388.169,7356.528,7456.1313,7334.036,7512.5,7341.15,7506.29,iTransformer,TCN 2024-05-08,7448.621,7504.078,7483.7812,7341.15,7449.908,7422.8223,7453.707,7472.9927,7488.1543,7506.2876,7444.9937,7489.6187,7390.3047,7460.8916,7477.186,7433.9673,7388.169,7356.528,7456.1313,7334.036,7512.5,7456.13134765625,7489.61865234375,TiDE,DilatedRNN
2024-05-09,7489.4106,7492.549,7538.778,7228.581,7471.967,7432.3164,7488.344,7522.5,7548.681,7532.692,7450.953,7550.5137,7421.945,7462.06,7500.766,7464.863,7394.7876,7365.004,7478.9917,7376.0483,7505.0,7365.0,7548.68,MLPMultivariate,GRU 2024-05-09,7489.4106,7492.549,7538.778,7228.581,7471.967,7432.3164,7488.344,7522.5,7548.681,7532.692,7450.953,7550.5137,7421.945,7462.06,7500.766,7464.863,7394.7876,7365.004,7478.9917,7376.0483,7505.0,7478.99169921875,7550.513671875,TiDE,DilatedRNN
2024-05-10,7502.581,7503.25,7515.706,7238.33,7480.192,7439.4644,7473.9966,7502.336,7519.204,7530.7915,7445.6587,7522.234,7430.0835,7469.067,7501.894,7461.8916,7402.072,7366.8926,7475.328,7327.727,7477.5,7327.73,7522.23,DeepNPTS,DilatedRNN 2024-05-10,7502.581,7503.25,7515.706,7238.33,7480.192,7439.4644,7473.9966,7502.336,7519.204,7530.7915,7445.6587,7522.234,7430.0835,7469.067,7501.894,7461.8916,7402.072,7366.8926,7475.328,7327.727,7477.5,7475.328125,7522.23388671875,TiDE,DilatedRNN
2024-05-11,7477.011,7468.494,7487.6772,7269.3843,7466.02,7463.3545,7461.114,7477.537,7492.7163,7517.6313,7434.928,7478.0273,7432.4854,7469.024,7476.0327,7443.908,7409.2876,7377.3755,7464.2456,7457.5786,7475.0,7377.38,7492.72,MLPMultivariate,GRU 2024-05-11,7477.011,7468.494,7487.6772,7269.3843,7466.02,7463.3545,7461.114,7477.537,7492.7163,7517.6313,7434.928,7478.0273,7432.4854,7469.024,7476.0327,7443.908,7409.2876,7377.3755,7464.2456,7457.5786,7475.0,7464.24560546875,7487.67724609375,TiDE,LSTM
2024-05-13,7485.155,7465.7734,7491.337,7315.731,7466.4478,7476.0625,7467.466,7489.508,7496.0464,7504.5596,7435.735,7466.043,7449.361,7487.1445,7477.5137,7445.098,7416.695,7406.576,7470.805,7469.8306,7485.0,7406.58,7496.05,MLPMultivariate,GRU 2024-05-13,7485.155,7465.7734,7491.337,7315.731,7466.4478,7476.0625,7467.466,7489.508,7496.0464,7504.5596,7435.735,7466.043,7449.361,7487.1445,7477.5137,7445.098,7416.695,7406.576,7470.805,7469.8306,7485.0,7466.04296875,7491.3369140625,DilatedRNN,LSTM
2024-05-14,7477.142,7476.026,7503.6304,7392.3086,7473.355,7492.0977,7466.7036,7485.679,7508.4863,7498.1094,7457.671,7471.834,7481.7104,7489.5645,7496.2563,7459.572,7425.1943,7437.0503,7474.5933,7482.287,7507.5,7425.19,7508.49,StemGNN,GRU 2024-05-14,7477.142,7476.026,7503.6304,7392.3086,7473.355,7492.0977,7466.7036,7485.679,7508.4863,7498.1094,7457.671,7471.834,7481.7104,7489.5645,7496.2563,7459.572,7425.1943,7437.0503,7474.5933,7482.287,7507.5,7471.833984375,7503.63037109375,DilatedRNN,LSTM
2024-05-15,7489.9146,7539.145,7530.8066,7430.454,7490.5195,7527.635,7486.065,7514.305,7538.248,7516.146,7484.4287,7502.173,7517.088,7500.9272,7501.9663,7472.1016,7430.1094,7472.3706,7495.538,7499.285,7510.0,7430.45,7538.25,iTransformer,GRU 2024-05-15,7489.9146,7539.145,7530.8066,7430.454,7490.5195,7527.635,7486.065,7514.305,7538.248,7516.146,7484.4287,7502.173,7517.088,7500.9272,7501.9663,7472.1016,7430.1094,7472.3706,7495.538,7499.285,7510.0,7495.5380859375,7530.806640625,TiDE,LSTM
2024-05-16,7488.493,7555.006,7527.53,7360.078,7500.7886,7538.662,7505.815,7517.804,7533.731,7533.269,7499.3022,7510.7705,7524.2197,7516.5176,7497.5884,7476.121,7433.6113,7352.6816,7509.439,7492.978,7525.0,7360.08,7538.66,iTransformer,TSMixerx 2024-05-16,7488.493,7555.006,7527.53,7360.078,7500.7886,7538.662,7505.815,7517.804,7533.731,7533.269,7499.3022,7510.7705,7524.2197,7516.5176,7497.5884,7476.121,7433.6113,7352.6816,7509.439,7492.978,7525.0,7497.58837890625,7527.52978515625,NLinear,LSTM
2024-05-17,7496.755,7566.108,7548.3657,7326.433,7508.881,7531.2725,7524.7236,7533.786,7558.479,7556.2666,7511.1597,7535.6323,7506.212,7526.9165,7519.7017,7497.2275,7435.586,7309.129,7519.2583,7481.6733,7587.5,7326.43,7556.27,iTransformer,TCN 2024-05-17,7496.755,7566.108,7548.3657,7326.433,7508.881,7531.2725,7524.7236,7533.786,7558.479,7556.2666,7511.1597,7535.6323,7506.212,7526.9165,7519.7017,7497.2275,7435.586,7309.129,7519.2583,7481.6733,7587.5,7519.25830078125,7548.36572265625,TiDE,LSTM
2024-05-20,7554.6206,7644.915,7627.4375,7350.247,7547.0127,7528.244,7595.9116,7612.2827,7643.458,7596.8975,7537.8237,7612.6274,7530.4263,7539.7134,7591.8735,7521.204,7437.2095,7296.1094,7572.1187,7571.9077,7670.0,7350.25,7596.9,iTransformer,TCN 2024-05-20,7554.6206,7644.915,7627.4375,7350.247,7547.0127,7528.244,7595.9116,7612.2827,7643.458,7596.8975,7537.8237,7612.6274,7530.4263,7539.7134,7591.8735,7521.204,7437.2095,7296.1094,7572.1187,7571.9077,7670.0,7572.11865234375,7627.4375,TiDE,LSTM
2024-05-21,7646.4185,7693.653,7721.6753,7393.0356,7609.44,7543.7534,7674.385,7711.264,7740.307,7708.743,7555.533,7736.536,7598.7334,7600.9624,7672.606,7654.197,7439.662,7318.5547,7645.336,7664.216,7677.5,7393.04,7736.54,iTransformer,DilatedRNN 2024-05-21,7646.4185,7693.653,7721.6753,7393.0356,7609.44,7543.7534,7674.385,7711.264,7740.307,7708.743,7555.533,7736.536,7598.7334,7600.9624,7672.606,7654.197,7439.662,7318.5547,7645.336,7664.216,7677.5,7645.3359375,7736.5361328125,TiDE,DilatedRNN
2024-05-22,7647.545,7700.3604,7702.609,7435.0103,7631.705,7537.14,7631.248,7700.743,7718.4004,7716.2666,7545.937,7739.6123,7593.625,7631.0547,7680.195,7632.132,7443.422,7351.654,7659.1025,7656.574,7677.5,7435.01,7718.4,iTransformer,GRU 2024-05-22,7647.545,7700.3604,7702.609,7435.0103,7631.705,7537.14,7631.248,7700.743,7718.4004,7716.2666,7545.937,7739.6123,7593.625,7631.0547,7680.195,7632.132,7443.422,7351.654,7659.1025,7656.574,7677.5,7659.1025390625,7739.6123046875,TiDE,DilatedRNN
2024-05-23,7626.5903,7682.931,7701.2285,7485.9966,7631.622,7534.767,7612.349,7702.057,7719.236,7711.3345,7537.8267,7734.6455,7576.5547,7652.615,7672.345,7630.37,7449.0225,7363.7964,7655.299,7639.0146,7645.0,7449.02,7719.24,StemGNN,GRU 2024-05-23,7626.5903,7682.931,7701.2285,7485.9966,7631.622,7534.767,7612.349,7702.057,7719.236,7711.3345,7537.8267,7734.6455,7576.5547,7652.615,7672.345,7630.37,7449.0225,7363.7964,7655.299,7639.0146,7645.0,7655.298828125,7734.6455078125,TiDE,DilatedRNN
2024-05-24,7591.568,7687.2666,7647.2183,7466.981,7604.7427,7520.9497,7581.749,7648.477,7659.8467,7665.4873,7530.349,7681.5874,7545.765,7650.8174,7641.2686,7555.508,7455.5513,7342.2734,7618.7144,7587.3604,7630.0,7455.55,7681.59,StemGNN,DilatedRNN 2024-05-24,7591.568,7687.2666,7647.2183,7466.981,7604.7427,7520.9497,7581.749,7648.477,7659.8467,7665.4873,7530.349,7681.5874,7545.765,7650.8174,7641.2686,7555.508,7455.5513,7342.2734,7618.7144,7587.3604,7630.0,7618.71435546875,7681.58740234375,TiDE,DilatedRNN
2024-05-27,7587.075,7608.3374,7637.647,7450.7256,7586.274,7503.4014,7584.0605,7621.7793,7653.8467,7607.2466,7528.533,7654.2456,7532.0703,7610.577,7622.6694,7533.82,7463.4204,7326.06,7605.986,7588.4307,7650.0,7450.73,7653.85,iTransformer,GRU 2024-05-27,7587.075,7608.3374,7637.647,7450.7256,7586.274,7503.4014,7584.0605,7621.7793,7653.8467,7607.2466,7528.533,7654.2456,7532.0703,7610.577,7622.6694,7533.82,7463.4204,7326.06,7605.986,7588.4307,7650.0,7605.98583984375,7654.24560546875,TiDE,DilatedRNN
2024-05-28,7607.5493,7589.482,7669.128,7484.61,7597.7314,7514.8257,7601.7134,7664.2217,7686.8223,7632.268,7530.029,7686.7183,7537.2686,7603.0356,7629.1943,7550.9917,7471.712,7363.7646,7623.4575,7633.98,7690.0,7471.71,7633.98,StemGNN,DeepNPTS 2024-05-28,7607.5493,7589.482,7669.128,7484.61,7597.7314,7514.8257,7601.7134,7664.2217,7686.8223,7632.268,7530.029,7686.7183,7537.2686,7603.0356,7629.1943,7550.9917,7471.712,7363.7646,7623.4575,7633.98,7690.0,7623.45751953125,7686.71826171875,TiDE,DilatedRNN
2024-05-29,7652.842,7571.2974,7717.472,7556.937,7630.2485,7549.1206,7631.497,7713.2817,7739.4175,7692.042,7547.555,7739.1597,7571.9487,7633.924,7662.708,7577.1274,7480.363,7443.6787,7655.7676,7631.6226,7690.0,7480.36,7739.16,StemGNN,DilatedRNN 2024-05-29,7652.842,7571.2974,7717.472,7556.937,7630.2485,7549.1206,7631.497,7713.2817,7739.4175,7692.042,7547.555,7739.1597,7571.9487,7633.924,7662.708,7577.1274,7480.363,7443.6787,7655.7676,7631.6226,7690.0,7655.767578125,7739.15966796875,TiDE,DilatedRNN
2024-05-30,7649.0913,7577.617,7704.105,7550.921,7640.843,7541.2734,7618.8047,7709.13,7722.6406,7686.0776,7566.9937,7726.245,7577.3994,7647.871,7675.334,7588.5674,7488.693,7495.9536,7666.947,7588.9775,7716.6665,7495.95,7722.64,MLPMultivariate,GRU 2024-05-30,7649.0913,7577.617,7704.105,7550.921,7640.843,7541.2734,7618.8047,7709.13,7722.6406,7686.0776,7566.9937,7726.245,7577.3994,7647.871,7675.334,7588.5674,7488.693,7495.9536,7666.947,7588.9775,7716.6665,7666.94677734375,7726.2451171875,TiDE,DilatedRNN
2024-05-31,7659.8047,7578.856,7740.4565,7601.547,7658.1284,7553.724,7626.846,7747.837,7766.9097,7734.275,7586.038,7743.599,7606.8315,7679.937,7715.32,7637.168,7496.292,7552.72,7694.434,7669.356,7740.0,7552.72,7747.84,MLPMultivariate,RNN 2024-05-31,7659.8047,7578.856,7740.4565,7601.547,7658.1284,7553.724,7626.846,7747.837,7766.9097,7734.275,7586.038,7743.599,7606.8315,7679.937,7715.32,7637.168,7496.292,7552.72,7694.434,7669.356,7740.0,7694.43408203125,7747.8369140625,TiDE,RNN
2024-06-03,7680.568,7584.224,7758.7427,7692.7866,7682.1675,7563.7793,7631.1216,7765.3013,7782.3394,7752.1914,7594.942,7765.0137,7648.7344,7689.5923,7745.416,7666.559,7503.3374,7588.7646,7712.732,7713.1265,7720.0,7563.78,7765.3,TSMixerx,RNN 2024-06-03,7680.568,7584.224,7758.7427,7692.7866,7682.1675,7563.7793,7631.1216,7765.3013,7782.3394,7752.1914,7594.942,7765.0137,7648.7344,7689.5923,7745.416,7666.559,7503.3374,7588.7646,7712.732,7713.1265,7720.0,7712.73193359375,7765.30126953125,TiDE,RNN
2024-06-04,7665.7593,7576.4067,7723.4004,7680.3076,7679.0776,7575.0923,7632.3086,7726.452,7745.141,7722.12,7593.8306,7724.313,7634.5703,7670.8857,7705.0,7633.6714,7509.0845,7561.4424,7702.167,7686.505,7650.0,7561.44,7726.45,MLPMultivariate,RNN 2024-06-04,7665.7593,7576.4067,7723.4004,7680.3076,7679.0776,7575.0923,7632.3086,7726.452,7745.141,7722.12,7593.8306,7724.313,7634.5703,7670.8857,7705.0,7633.6714,7509.0845,7561.4424,7702.167,7686.505,7650.0,7702.1669921875,7726.4521484375,TiDE,RNN
2024-06-05,7606.9214,7540.2925,7633.456,7610.8477,7632.483,7578.704,7615.235,7639.765,7644.8926,7622.3613,7580.726,7631.1973,7599.78,7656.6353,7623.309,7586.5234,7512.7295,7487.383,7640.2627,7578.6704,7620.0,7512.73,7644.89,StemGNN,GRU 2024-06-05,7606.9214,7540.2925,7633.456,7610.8477,7632.483,7578.704,7615.235,7639.765,7644.8926,7622.3613,7580.726,7631.1973,7599.78,7656.6353,7623.309,7586.5234,7512.7295,7487.383,7640.2627,7578.6704,7620.0,7623.30908203125,7640.2626953125,NLinear,TiDE
2024-06-06,7619.697,7540.455,7618.227,7535.6606,7596.6255,7595.597,7616.2593,7613.327,7634.5376,7580.0376,7567.816,7615.2163,7595.8403,7629.2686,7600.6445,7572.0703,7515.4717,7439.331,7594.365,7568.7104,7600.0,7515.47,7629.27,StemGNN,DLinear 2024-06-06,7619.697,7540.455,7618.227,7535.6606,7596.6255,7595.597,7616.2593,7613.327,7634.5376,7580.0376,7567.816,7615.2163,7595.8403,7629.2686,7600.6445,7572.0703,7515.4717,7439.331,7594.365,7568.7104,7600.0,7594.365234375,7618.22705078125,TiDE,LSTM
2024-06-07,7615.7144,7550.1367,7598.8267,7495.0903,7580.493,7593.8066,7616.271,7589.4897,7612.0537,7554.4556,7556.418,7595.4233,7595.099,7577.707,7587.538,7557.716,7518.2676,7422.0835,7579.2017,7530.5747,7606.6665,7495.09,7615.71,iTransformer,NHITS 2024-06-07,7615.7144,7550.1367,7598.8267,7495.0903,7580.493,7593.8066,7616.271,7589.4897,7612.0537,7554.4556,7556.418,7595.4233,7595.099,7577.707,7587.538,7557.716,7518.2676,7422.0835,7579.2017,7530.5747,7606.6665,7579.20166015625,7598.82666015625,TiDE,LSTM
2024-06-11,7601.7393,7545.362,7617.5547,7483.6284,7583.137,7602.9844,7622.9746,7603.0713,7634.4663,7571.4756,7561.7046,7607.516,7596.829,7576.374,7597.9785,7564.5103,7521.2344,7447.741,7590.2354,7535.683,7620.0,7483.63,7622.97,iTransformer,PatchTST 2024-06-11,7601.7393,7545.362,7617.5547,7483.6284,7583.137,7602.9844,7622.9746,7603.0713,7634.4663,7571.4756,7561.7046,7607.516,7596.829,7576.374,7597.9785,7564.5103,7521.2344,7447.741,7590.2354,7535.683,7620.0,7590.2353515625,7617.5546875,TiDE,LSTM
2024-06-12,7595.893,7569.686,7634.825,7476.937,7595.1797,7606.7744,7623.2876,7632.715,7651.707,7610.309,7578.8467,7632.3936,7571.395,7606.6377,7609.63,7574.784,7524.156,7455.8794,7602.3247,7569.6353,7673.3335,7476.94,7610.31,iTransformer,TCN 2024-06-12,7595.893,7569.686,7634.825,7476.937,7595.1797,7606.7744,7623.2876,7632.715,7651.707,7610.309,7578.8467,7632.3936,7571.395,7606.6377,7609.63,7574.784,7524.156,7455.8794,7602.3247,7569.6353,7673.3335,7602.32470703125,7634.8251953125,TiDE,LSTM
2024-06-13,7641.0054,7622.334,7708.4976,7521.5537,7629.663,7648.571,7672.0015,7705.2563,7730.6177,7749.362,7613.5806,7719.2944,7605.247,7661.149,7673.968,7611.9146,7528.735,7519.3076,7645.362,7563.0444,7690.0,7521.55,7730.62,iTransformer,GRU 2024-06-13,7641.0054,7622.334,7708.4976,7521.5537,7629.663,7648.571,7672.0015,7705.2563,7730.6177,7749.362,7613.5806,7719.2944,7605.247,7661.149,7673.968,7611.9146,7528.735,7519.3076,7645.362,7563.0444,7690.0,7645.36181640625,7719.29443359375,TiDE,DilatedRNN
2024-06-14,7656.4604,7645.1094,7711.3477,7577.171,7651.129,7647.5073,7683.6143,7716.139,7731.039,7786.8384,7640.575,7734.5605,7636.69,7681.255,7693.3716,7630.439,7533.103,7553.3237,7664.428,7573.605,7690.0,7553.32,7734.56,MLPMultivariate,DilatedRNN 2024-06-14,7656.4604,7645.1094,7711.3477,7577.171,7651.129,7647.5073,7683.6143,7716.139,7731.039,7786.8384,7640.575,7734.5605,7636.69,7681.255,7693.3716,7630.439,7533.103,7553.3237,7664.428,7573.605,7690.0,7664.42822265625,7734.560546875,TiDE,DilatedRNN
2024-06-17,7668.9653,7660.645,7707.5757,7561.2534,7660.0894,7645.731,7690.6865,7707.571,7728.6196,7790.4375,7658.044,7732.9146,7636.438,7670.126,7692.1426,7629.0654,7537.5327,7588.3086,7677.838,7647.8813,7656.6665,7561.25,7732.91,iTransformer,DilatedRNN 2024-06-17,7668.9653,7660.645,7707.5757,7561.2534,7660.0894,7645.731,7690.6865,7707.571,7728.6196,7790.4375,7658.044,7732.9146,7636.438,7670.126,7692.1426,7629.0654,7537.5327,7588.3086,7677.838,7647.8813,7656.6665,7677.837890625,7732.91455078125,TiDE,DilatedRNN
2024-06-18,7648.6875,7647.4365,7657.303,7511.8354,7644.7163,7630.988,7660.458,7661.8315,7671.583,7709.0063,7646.4146,7688.9844,7600.827,7643.5264,7658.194,7608.704,7541.7393,7553.1914,7656.772,7650.669,7656.6665,7541.74,7688.98,StemGNN,DilatedRNN 2024-06-18,7648.6875,7647.4365,7657.303,7511.8354,7644.7163,7630.988,7660.458,7661.8315,7671.583,7709.0063,7646.4146,7688.9844,7600.827,7643.5264,7658.194,7608.704,7541.7393,7553.1914,7656.772,7650.669,7656.6665,7656.77197265625,7688.984375,TiDE,DilatedRNN
2024-06-19,7717.4487,7666.0024,7670.3296,7520.2344,7635.9565,7617.9893,7659.579,7660.733,7689.137,7667.132,7633.783,7690.1924,7602.7783,7635.724,7655.593,7608.1714,7544.915,7544.783,7635.3354,7654.2876,7670.0,7544.78,7690.19,MLPMultivariate,DilatedRNN 2024-06-19,7717.4487,7666.0024,7670.3296,7520.2344,7635.9565,7617.9893,7659.579,7660.733,7689.137,7667.132,7633.783,7690.1924,7602.7783,7635.724,7655.593,7608.1714,7544.915,7544.783,7635.3354,7654.2876,7670.0,7635.33544921875,7690.1923828125,TiDE,DilatedRNN
2024-06-20,7741.04,7693.877,7686.966,7567.3926,7640.5005,7624.0913,7651.692,7683.71,7704.508,7695.405,7628.743,7714.591,7644.2944,7644.7495,7667.424,7626.4893,7548.3423,7561.6304,7630.8296,7666.158,7680.0,7561.63,7714.59,MLPMultivariate,DilatedRNN 2024-06-20,7741.04,7693.877,7686.966,7567.3926,7640.5005,7624.0913,7651.692,7683.71,7704.508,7695.405,7628.743,7714.591,7644.2944,7644.7495,7667.424,7626.4893,7548.3423,7561.6304,7630.8296,7666.158,7680.0,7630.82958984375,7714.5908203125,TiDE,DilatedRNN
2024-06-21,7702.761,7688.1494,7697.3213,7612.8706,7652.19,7642.974,7654.4443,7693.222,7716.3687,7728.078,7628.3276,7724.7705,7677.8145,7669.136,7678.6035,7633.8896,7552.642,7573.852,7647.565,7666.9546,7680.0,7573.85,7724.77,MLPMultivariate,DilatedRNN 2024-06-21,7702.761,7688.1494,7697.3213,7612.8706,7652.19,7642.974,7654.4443,7693.222,7716.3687,7728.078,7628.3276,7724.7705,7677.8145,7669.136,7678.6035,7633.8896,7552.642,7573.852,7647.565,7666.9546,7680.0,7647.56494140625,7724.7705078125,TiDE,DilatedRNN
2024-06-24,7666.507,7682.791,7694.0444,7581.3384,7661.3315,7643.7505,7644.6665,7699.1064,7712.4053,7720.885,7621.985,7715.659,7654.242,7680.4575,7685.1406,7635.349,7558.0073,7572.0703,7665.651,7669.4536,7680.0,7572.07,7715.66,MLPMultivariate,DilatedRNN 2024-06-24,7666.507,7682.791,7694.0444,7581.3384,7661.3315,7643.7505,7644.6665,7699.1064,7712.4053,7720.885,7621.985,7715.659,7654.242,7680.4575,7685.1406,7635.349,7558.0073,7572.0703,7665.651,7669.4536,7680.0,7665.65087890625,7715.6591796875,TiDE,DilatedRNN
2024-06-25,7635.0615,7702.766,7694.1514,7551.084,7662.6323,7668.9717,7639.3916,7697.0967,7713.051,7727.822,7635.73,7696.702,7642.5996,7695.541,7681.619,7638.457,7563.5337,7590.3696,7676.107,7670.294,7693.3335,7563.53,7713.05,StemGNN,GRU 2024-06-25,7635.0615,7702.766,7694.1514,7551.084,7662.6323,7668.9717,7639.3916,7697.0967,7713.051,7727.822,7635.73,7696.702,7642.5996,7695.541,7681.619,7638.457,7563.5337,7590.3696,7676.107,7670.294,7693.3335,7676.10693359375,7697.0966796875,TiDE,RNN
2024-06-26,7649.637,7721.7197,7711.3506,7582.14,7666.932,7678.079,7645.996,7712.1377,7733.1294,7739.6733,7653.955,7713.8994,7646.944,7715.362,7695.6245,7646.0503,7568.721,7606.0415,7690.872,7683.9834,7716.6665,7582.14,7733.13,iTransformer,GRU 2024-06-26,7649.637,7721.7197,7711.3506,7582.14,7666.932,7678.079,7645.996,7712.1377,7733.1294,7739.6733,7653.955,7713.8994,7646.944,7715.362,7695.6245,7646.0503,7568.721,7606.0415,7690.872,7683.9834,7716.6665,7690.8720703125,7713.8994140625,TiDE,DilatedRNN
2024-06-27,7668.781,7726.75,7736.5986,7605.333,7678.265,7679.7017,7667.019,7739.203,7761.4956,7762.527,7676.667,7745.1177,7650.4077,7704.752,7709.2344,7649.617,7573.2476,7663.1025,7698.531,7634.0728,7723.3335,7605.33,7761.5,iTransformer,GRU 2024-06-27,7668.781,7726.75,7736.5986,7605.333,7678.265,7679.7017,7667.019,7739.203,7761.4956,7762.527,7676.667,7745.1177,7650.4077,7704.752,7709.2344,7649.617,7573.2476,7663.1025,7698.531,7634.0728,7723.3335,7698.53076171875,7745.11767578125,TiDE,DilatedRNN
2024-06-28,7678.5503,7779.757,7736.7666,7635.7134,7686.452,7652.3403,7673.518,7741.302,7761.033,7772.073,7686.6113,7750.6206,7643.9385,7685.8247,7713.2505,7644.2285,7577.5815,7691.802,7703.728,7613.6733,7730.0,7613.67,7772.07,DeepNPTS,TCN 2024-06-28,7678.5503,7779.757,7736.7666,7635.7134,7686.452,7652.3403,7673.518,7741.302,7761.033,7772.073,7686.6113,7750.6206,7643.9385,7685.8247,7713.2505,7644.2285,7577.5815,7691.802,7703.728,7613.6733,7730.0,7703.72802734375,7750.62060546875,TiDE,DilatedRNN
2024-07-01,7707.7183,7821.054,7743.386,7658.268,7693.7065,7649.9766,7708.0127,7749.8867,7768.6255,7769.013,7691.7144,7759.0566,7661.7173,7689.947,7721.156,7645.999,7582.3203,7717.933,7715.566,7626.284,7763.3335,7626.28,7769.01,DeepNPTS,TCN 2024-07-01,7707.7183,7821.054,7743.386,7658.268,7693.7065,7649.9766,7708.0127,7749.8867,7768.6255,7769.013,7691.7144,7759.0566,7661.7173,7689.947,7721.156,7645.999,7582.3203,7717.933,7715.566,7626.284,7763.3335,7715.56591796875,7759.056640625,TiDE,DilatedRNN
2024-07-02,7744.917,7840.945,7783.1,7679.3994,7717.6436,7653.1284,7735.708,7787.055,7806.216,7806.7393,7684.8047,7796.633,7692.6626,7722.7607,7756.991,7667.11,7588.7544,7762.754,7744.1157,7687.6206,7780.0,7653.13,7806.74,TSMixerx,TCN 2024-07-02,7744.917,7840.945,7783.1,7679.3994,7717.6436,7653.1284,7735.708,7787.055,7806.216,7806.7393,7684.8047,7796.633,7692.6626,7722.7607,7756.991,7667.11,7588.7544,7762.754,7744.1157,7687.6206,7780.0,7744.11572265625,7796.6328125,TiDE,DilatedRNN
2024-07-03,7756.8447,7833.0347,7791.33,7692.303,7731.192,7658.636,7735.062,7794.673,7812.861,7828.051,7669.74,7808.225,7703.547,7736.587,7780.4624,7680.1426,7596.911,7800.416,7746.292,7766.5444,7800.0,7658.64,7828.05,TSMixerx,TCN 2024-07-03,7756.8447,7833.0347,7791.33,7692.303,7731.192,7658.636,7735.062,7794.673,7812.861,7828.051,7669.74,7808.225,7703.547,7736.587,7780.4624,7680.1426,7596.911,7800.416,7746.292,7766.5444,7800.0,7746.2919921875,7808.22509765625,TiDE,DilatedRNN
2024-07-04,7777.5674,7802.463,7810.804,7710.334,7750.339,7672.556,7765.826,7815.3413,7833.788,7856.353,7662.8096,7828.118,7724.6187,7755.444,7794.13,7694.624,7603.579,7779.0396,7766.8696,7784.5366,7800.0,7662.81,7833.79,BiTCN,GRU 2024-07-04,7777.5674,7802.463,7810.804,7710.334,7750.339,7672.556,7765.826,7815.3413,7833.788,7856.353,7662.8096,7828.118,7724.6187,7755.444,7794.13,7694.624,7603.579,7779.0396,7766.8696,7784.5366,7800.0,7766.86962890625,7828.1181640625,TiDE,DilatedRNN
2024-07-05,7774.443,7815.158,7802.195,7730.679,7760.772,7699.2754,7772.52,7811.5737,7823.363,7849.0454,7671.6973,7830.588,7724.645,7770.861,7787.985,7692.8857,7610.9624,7843.216,7780.922,7741.5913,7766.6665,7671.7,7843.22,BiTCN,MLPMultivariate 2024-07-05,7774.443,7815.158,7802.195,7730.679,7760.772,7699.2754,7772.52,7811.5737,7823.363,7849.0454,7671.6973,7830.588,7724.645,7770.861,7787.985,7692.8857,7610.9624,7843.216,7780.922,7741.5913,7766.6665,7780.921875,7830.587890625,TiDE,DilatedRNN
2024-07-08,7741.652,7795.0947,7758.8247,7705.325,7739.575,7708.672,7729.864,7765.0273,7781.328,7792.201,7676.9727,7784.113,7681.377,7766.846,7757.0146,7683.5537,7620.041,7824.98,7761.157,7705.362,7746.6665,7676.97,7795.09,BiTCN,Informer 2024-07-08,7741.652,7795.0947,7758.8247,7705.325,7739.575,7708.672,7729.864,7765.0273,7781.328,7792.201,7676.9727,7784.113,7681.377,7766.846,7757.0146,7683.5537,7620.041,7824.98,7761.157,7705.362,7746.6665,7757.0146484375,7784.11279296875,NLinear,DilatedRNN
2024-07-09,7722.379,7773.332,7745.256,7703.8765,7714.4985,7696.204,7714.165,7753.769,7769.6807,7768.346,7679.442,7764.165,7656.3105,7739.1113,7735.5195,7682.5645,7629.5483,7730.0054,7737.0923,7674.545,7720.0,7656.31,7769.68,MLP,GRU 2024-07-09,7722.379,7773.332,7745.256,7703.8765,7714.4985,7696.204,7714.165,7753.769,7769.6807,7768.346,7679.442,7764.165,7656.3105,7739.1113,7735.5195,7682.5645,7629.5483,7730.0054,7737.0923,7674.545,7720.0,7735.51953125,7764.1650390625,NLinear,DilatedRNN
2024-07-10,7681.028,7717.214,7716.771,7678.915,7691.8003,7673.8325,7694.226,7723.2095,7737.119,7743.3765,7668.6836,7735.7046,7622.0293,7709.8916,7703.371,7681.628,7638.6084,7685.624,7705.2163,7572.698,7693.3335,7622.03,7737.12,MLP,GRU 2024-07-10,7681.028,7717.214,7716.771,7678.915,7691.8003,7673.8325,7694.226,7723.2095,7737.119,7743.3765,7668.6836,7735.7046,7622.0293,7709.8916,7703.371,7681.628,7638.6084,7685.624,7705.2163,7572.698,7693.3335,7703.37109375,7735.70458984375,NLinear,DilatedRNN
2024-07-11,7658.803,7691.899,7693.4927,7628.336,7667.141,7692.159,7681.347,7691.846,7710.5137,7719.479,7664.594,7703.5093,7614.391,7682.582,7677.6763,7669.17,7646.273,7670.814,7672.55,7596.5063,7686.6665,7614.39,7710.51,MLP,GRU 2024-07-11,7658.803,7691.899,7693.4927,7628.336,7667.141,7692.159,7681.347,7691.846,7710.5137,7719.479,7664.594,7703.5093,7614.391,7682.582,7677.6763,7669.17,7646.273,7670.814,7672.55,7596.5063,7686.6665,7672.5498046875,7703.50927734375,TiDE,DilatedRNN
2024-07-12,7676.212,7648.007,7695.028,7632.622,7659.2656,7675.7134,7674.6196,7698.6304,7713.1284,7720.5,7665.8413,7702.9937,7618.092,7679.028,7672.112,7670.9697,7654.107,7660.484,7659.426,7646.4487,7680.0,7632.62,7713.13,iTransformer,GRU 2024-07-12,7676.212,7648.007,7695.028,7632.622,7659.2656,7675.7134,7674.6196,7698.6304,7713.1284,7720.5,7665.8413,7702.9937,7618.092,7679.028,7672.112,7670.9697,7654.107,7660.484,7659.426,7646.4487,7680.0,7659.42578125,7702.99365234375,TiDE,DilatedRNN
2024-07-15,7678.672,7635.1934,7688.594,7673.1636,7661.822,7659.833,7658.5225,7688.3613,7705.9653,7715.205,7663.1875,7697.0034,7632.9126,7676.2285,7670.711,7666.7173,7661.3223,7665.7705,7658.569,7673.7856,7680.0,7635.19,7705.97,Informer,GRU 2024-07-15,7678.672,7635.1934,7688.594,7673.1636,7661.822,7659.833,7658.5225,7688.3613,7705.9653,7715.205,7663.1875,7697.0034,7632.9126,7676.2285,7670.711,7666.7173,7661.3223,7665.7705,7658.569,7673.7856,7680.0,7658.56884765625,7697.00341796875,TiDE,DilatedRNN
2024-07-16,7651.1963,7671.8643,7692.7793,7689.266,7668.141,7660.758,7659.064,7692.6074,7711.3687,7719.3364,7655.1997,7696.3184,7641.5664,7667.5435,7679.9424,7684.551,7665.083,7669.101,7668.982,7684.137,7666.6665,7651.2,7711.37,NHITS,GRU 2024-07-16,7651.1963,7671.8643,7692.7793,7689.266,7668.141,7660.758,7659.064,7692.6074,7711.3687,7719.3364,7655.1997,7696.3184,7641.5664,7667.5435,7679.9424,7684.551,7665.083,7669.101,7668.982,7684.137,7666.6665,7668.98193359375,7696.318359375,TiDE,DilatedRNN
2024-07-17,7641.057,7668.16,7673.4707,7659.7456,7664.6436,7654.2183,7660.926,7676.708,7690.0596,7700.99,7651.0034,7671.7466,7644.4805,7651.2144,7662.9976,7678.6094,7664.9775,7672.349,7664.7246,7691.682,7660.0,7644.48,7691.68,MLP,DeepNPTS 2024-07-17,7641.057,7668.16,7673.4707,7659.7456,7664.6436,7654.2183,7660.926,7676.708,7690.0596,7700.99,7651.0034,7671.7466,7644.4805,7651.2144,7662.9976,7678.6094,7664.9775,7672.349,7664.7246,7691.682,7660.0,7662.99755859375,7676.7080078125,NLinear,RNN
2024-07-18,7664.9663,7658.162,7670.0312,7637.7866,7660.393,7658.6377,7659.826,7666.5015,7687.943,7698.4805,7644.2812,7672.947,7654.7686,7652.1245,7661.8545,7665.935,7664.4287,7680.0693,7657.525,7684.0337,7656.6665,7644.28,7687.94,BiTCN,GRU 2024-07-18,7664.9663,7658.162,7670.0312,7637.7866,7660.393,7658.6377,7659.826,7666.5015,7687.943,7698.4805,7644.2812,7672.947,7654.7686,7652.1245,7661.8545,7665.935,7664.4287,7680.0693,7657.525,7684.0337,7656.6665,7657.52490234375,7672.94677734375,TiDE,DilatedRNN
2024-07-19,7665.551,7670.8184,7667.205,7635.584,7660.325,7668.8765,7658.371,7665.8726,7684.399,7695.584,7643.105,7674.286,7663.725,7643.517,7663.8926,7656.084,7663.769,7700.3984,7657.9575,7680.189,7656.6665,7643.1,7695.58,BiTCN,TCN 2024-07-19,7665.551,7670.8184,7667.205,7635.584,7660.325,7668.8765,7658.371,7665.8726,7684.399,7695.584,7643.105,7674.286,7663.725,7643.517,7663.8926,7656.084,7663.769,7700.3984,7657.9575,7680.189,7656.6665,7657.95751953125,7674.2861328125,TiDE,DilatedRNN
2024-07-22,7654.73,7659.601,7668.9697,7621.6406,7661.3525,7680.211,7656.679,7664.0444,7686.7466,7703.269,7644.0737,7678.368,7673.4263,7659.1533,7658.6733,7652.0737,7664.192,7711.589,7657.0005,7666.682,7640.0,7666.68,7703.27,DeepNPTS,TCN 2024-07-22,7654.73,7659.601,7668.9697,7621.6406,7661.3525,7680.211,7656.679,7664.0444,7686.7466,7703.269,7644.0737,7678.368,7673.4263,7659.1533,7658.6733,7652.0737,7664.192,7711.589,7657.0005,7666.682,7640.0,7657.00048828125,7678.3681640625,TiDE,DilatedRNN
2024-07-23,7627.1523,7658.6284,7644.8213,7588.283,7648.253,7672.1426,7633.9795,7642.582,7660.825,7681.314,7644.153,7657.6543,7654.553,7659.5024,7642.755,7629.606,7664.6,7699.003,7638.695,7648.3765,7623.3335,7648.38,7681.31,DeepNPTS,TCN 2024-07-23,7627.1523,7658.6284,7644.8213,7588.283,7648.253,7672.1426,7633.9795,7642.582,7660.825,7681.314,7644.153,7657.6543,7654.553,7659.5024,7642.755,7629.606,7664.6,7699.003,7638.695,7648.3765,7623.3335,7638.69482421875,7657.654296875,TiDE,DilatedRNN
2024-07-24,7615.709,7655.3555,7628.3022,7592.2227,7632.9834,7642.4775,7617.965,7623.56,7644.383,7647.4067,7638.715,7634.554,7637.802,7656.283,7626.516,7606.3687,7663.527,7680.975,7623.4233,7643.556,7623.3335,7606.37,7663.53,TFT,StemGNN 2024-07-24,7615.709,7655.3555,7628.3022,7592.2227,7632.9834,7642.4775,7617.965,7623.56,7644.383,7647.4067,7638.715,7634.554,7637.802,7656.283,7626.516,7606.3687,7663.527,7680.975,7623.4233,7643.556,7623.3335,7623.42333984375,7634.55419921875,TiDE,DilatedRNN
2024-07-25,7626.8325,7642.017,7633.9727,7613.0454,7627.47,7633.412,7616.6157,7627.667,7651.0903,7641.8286,7629.514,7638.695,7636.3535,7667.2534,7627.4736,7601.07,7661.254,7681.911,7620.475,7654.3047,7616.6665,7613.05,7667.25,iTransformer,DLinear 2024-07-25,7626.8325,7642.017,7633.9727,7613.0454,7627.47,7633.412,7616.6157,7627.667,7651.0903,7641.8286,7629.514,7638.695,7636.3535,7667.2534,7627.4736,7601.07,7661.254,7681.911,7620.475,7654.3047,7616.6665,7620.47509765625,7638.69482421875,TiDE,DilatedRNN
2024-07-26,7632.3335,7621.389,7624.5327,7645.1714,7622.8755,7627.1255,7601.437,7616.045,7639.7183,7631.0366,7618.541,7630.3594,7640.373,7653.941,7615.7593,7592.512,7658.7373,7678.8228,7610.201,7671.363,7606.6665,7601.44,7671.36,PatchTST,DeepNPTS 2024-07-26,7632.3335,7621.389,7624.5327,7645.1714,7622.8755,7627.1255,7601.437,7616.045,7639.7183,7631.0366,7618.541,7630.3594,7640.373,7653.941,7615.7593,7592.512,7658.7373,7678.8228,7610.201,7671.363,7606.6665,7610.201171875,7630.359375,TiDE,DilatedRNN
2024-07-29,7639.817,7612.397,7614.2046,7662.6333,7615.0605,7627.332,7595.5796,7606.813,7629.5977,7619.9873,7608.5356,7623.0024,7640.0957,7621.7676,7607.5703,7582.705,7655.2964,7666.2646,7606.5913,7680.2124,7593.3335,7612.4,7666.26,Informer,MLPMultivariate 2024-07-29,7639.817,7612.397,7614.2046,7662.6333,7615.0605,7627.332,7595.5796,7606.813,7629.5977,7619.9873,7608.5356,7623.0024,7640.0957,7621.7676,7607.5703,7582.705,7655.2964,7666.2646,7606.5913,7680.2124,7593.3335,7606.59130859375,7623.00244140625,TiDE,DilatedRNN
2024-07-30,7622.5933,7600.343,7599.369,7641.5083,7603.544,7616.735,7589.474,7594.733,7613.7637,7596.824,7595.4326,7602.523,7632.3496,7602.386,7598.679,7575.2354,7651.0396,7639.919,7595.3047,7623.996,7593.3335,7589.47,7641.51,PatchTST,iTransformer 2024-07-30,7622.5933,7600.343,7599.369,7641.5083,7603.544,7616.735,7589.474,7594.733,7613.7637,7596.824,7595.4326,7602.523,7632.3496,7602.386,7598.679,7575.2354,7651.0396,7639.919,7595.3047,7623.996,7593.3335,7594.73291015625,7602.52294921875,RNN,DilatedRNN
2024-07-31,7600.5137,7608.838,7604.4766,7579.5146,7596.772,7610.0127,7590.8696,7595.068,7620.02,7591.898,7582.3994,7602.827,7610.2764,7587.5996,7602.196,7574.5547,7647.164,7610.417,7593.199,7617.0186,7583.3335,7579.51,7620.02,iTransformer,GRU 2024-07-31,7600.5137,7608.838,7604.4766,7579.5146,7596.772,7610.0127,7590.8696,7595.068,7620.02,7591.898,7582.3994,7602.827,7610.2764,7587.5996,7602.196,7574.5547,7647.164,7610.417,7593.199,7617.0186,7583.3335,7593.19921875,7604.4765625,TiDE,LSTM
2024-08-01,7584.491,7591.163,7590.4097,7528.964,7586.1,7592.4385,7577.192,7583.059,7603.933,7577.833,7568.3164,7587.833,7585.2256,7581.496,7587.4717,7558.9497,7644.519,7583.2446,7579.941,7590.2993,7620.0,7558.95,7644.52,TFT,StemGNN 2024-08-01,7584.491,7591.163,7590.4097,7528.964,7586.1,7592.4385,7577.192,7583.059,7603.933,7577.833,7568.3164,7587.833,7585.2256,7581.496,7587.4717,7558.9497,7644.519,7583.2446,7579.941,7590.2993,7620.0,7579.94091796875,7590.40966796875,TiDE,LSTM
2024-08-02,7616.686,7597.3223,7646.7744,7566.598,7608.6694,7612.445,7609.7285,7635.0947,7667.1523,7621.61,7575.381,7644.4077,7594.1055,7601.339,7624.826,7610.858,7644.519,7601.448,7605.9966,7619.8916,7623.3335,7575.38,7646.77,BiTCN,LSTM 2024-08-02,7616.686,7597.3223,7646.7744,7566.598,7608.6694,7612.445,7609.7285,7635.0947,7667.1523,7621.61,7575.381,7644.4077,7594.1055,7601.339,7624.826,7610.858,7644.519,7601.448,7605.9966,7619.8916,7623.3335,7605.99658203125,7646.7744140625,TiDE,LSTM
2024-08-05,7623.7627,7589.9575,7636.6133,7586.836,7623.189,7622.1753,7610.896,7632.091,7651.12,7634.569,7591.59,7646.9155,7600.737,7606.681,7626.2812,7616.1694,7645.467,7618.9155,7617.3364,7621.257,7610.0,7589.96,7646.92,Informer,DilatedRNN 2024-08-05,7623.7627,7589.9575,7636.6133,7586.836,7623.189,7622.1753,7610.896,7632.091,7651.12,7634.569,7591.59,7646.9155,7600.737,7606.681,7626.2812,7616.1694,7645.467,7618.9155,7617.3364,7621.257,7610.0,7617.33642578125,7646.91552734375,TiDE,DilatedRNN
2024-08-06,7603.1816,7595.4126,7619.838,7605.9287,7619.7603,7611.853,7608.621,7609.997,7635.3276,7619.085,7602.162,7622.4756,7608.05,7622.342,7609.318,7605.9697,7645.6055,7639.8794,7622.1143,7612.494,7596.6665,7612.49,7639.88,DeepNPTS,MLPMultivariate 2024-08-06,7603.1816,7595.4126,7619.838,7605.9287,7619.7603,7611.853,7608.621,7609.997,7635.3276,7619.085,7602.162,7622.4756,7608.05,7622.342,7609.318,7605.9697,7645.6055,7639.8794,7622.1143,7612.494,7596.6665,7609.31787109375,7622.4755859375,NLinear,DilatedRNN
2024-08-07,7592.1763,7592.882,7604.5503,7626.968,7607.001,7596.989,7595.7314,7603.804,7618.5483,7598.3823,7603.147,7605.9805,7599.848,7619.703,7598.383,7599.847,7644.638,7643.8364,7607.1978,7614.267,7586.6665,7598.38,7643.84,TCN,MLPMultivariate 2024-08-07,7592.1763,7592.882,7604.5503,7626.968,7607.001,7596.989,7595.7314,7603.804,7618.5483,7598.3823,7603.147,7605.9805,7599.848,7619.703,7598.383,7599.847,7644.638,7643.8364,7607.1978,7614.267,7586.6665,7598.3828125,7607.19775390625,NLinear,TiDE
2024-08-08,7586.1543,7584.4385,7594.6,7599.368,7593.31,7582.252,7584.5654,7583.1978,7608.705,7574.1445,7597.163,7590.6973,7575.036,7598.8667,7586.7817,7593.286,7641.5493,7614.1875,7591.3506,7610.715,7583.3335,7575.04,7614.19,MLP,MLPMultivariate 2024-08-08,7586.1543,7584.4385,7594.6,7599.368,7593.31,7582.252,7584.5654,7583.1978,7608.705,7574.1445,7597.163,7590.6973,7575.036,7598.8667,7586.7817,7593.286,7641.5493,7614.1875,7591.3506,7610.715,7583.3335,7583.19775390625,7594.60009765625,RNN,LSTM
2024-08-09,7576.485,7582.335,7593.273,7585.825,7584.1606,7586.2075,7583.898,7582.833,7607.375,7572.595,7593.067,7593.8784,7574.7607,7583.666,7577.901,7587.4883,7638.005,7594.3633,7581.234,7617.9976,7583.3335,7574.76,7618.0,MLP,DeepNPTS 2024-08-09,7576.485,7582.335,7593.273,7585.825,7584.1606,7586.2075,7583.898,7582.833,7607.375,7572.595,7593.067,7593.8784,7574.7607,7583.666,7577.901,7587.4883,7638.005,7594.3633,7581.234,7617.9976,7583.3335,7577.90087890625,7593.87841796875,NLinear,DilatedRNN
2024-08-12,7575.626,7573.1284,7594.5645,7563.653,7581.976,7582.934,7581.995,7586.456,7608.736,7575.6455,7589.7466,7596.4355,7572.6567,7578.667,7573.8115,7582.9087,7634.5464,7587.757,7580.688,7589.651,7586.6665,7572.66,7608.74,MLP,GRU 2024-08-12,7575.626,7573.1284,7594.5645,7563.653,7581.976,7582.934,7581.995,7586.456,7608.736,7575.6455,7589.7466,7596.4355,7572.6567,7578.667,7573.8115,7582.9087,7634.5464,7587.757,7580.688,7589.651,7586.6665,7573.8115234375,7596.435546875,NLinear,DilatedRNN
2024-08-13,7576.8545,7573.6294,7599.734,7549.209,7581.6675,7588.3296,7586.276,7590.1167,7614.351,7589.074,7587.6333,7605.076,7577.5,7586.067,7579.822,7587.4487,7632.0903,7588.251,7584.79,7591.041,7593.3335,7573.63,7614.35,Informer,GRU 2024-08-13,7576.8545,7573.6294,7599.734,7549.209,7581.6675,7588.3296,7586.276,7590.1167,7614.351,7589.074,7587.6333,7605.076,7577.5,7586.067,7579.822,7587.4487,7632.0903,7588.251,7584.79,7591.041,7593.3335,7579.82177734375,7605.076171875,NLinear,DilatedRNN
2024-08-14,7588.2583,7580.5776,7608.1997,7543.8965,7583.3633,7587.6274,7592.547,7600.562,7623.206,7583.5537,7584.056,7605.887,7590.909,7583.552,7593.6997,7596.7246,7629.9487,7583.4946,7588.2476,7596.7407,7590.0,7580.58,7623.21,Informer,GRU 2024-08-14,7588.2583,7580.5776,7608.1997,7543.8965,7583.3633,7587.6274,7592.547,7600.562,7623.206,7583.5537,7584.056,7605.887,7590.909,7583.552,7593.6997,7596.7246,7629.9487,7583.4946,7588.2476,7596.7407,7590.0,7588.24755859375,7608.19970703125,TiDE,LSTM
2024-08-15,7593.0757,7579.656,7601.4634,7529.6504,7582.257,7589.2915,7589.511,7593.4614,7615.524,7575.569,7576.2905,7597.073,7586.902,7572.7607,7588.461,7596.389,7627.371,7567.4614,7583.957,7608.2563,7583.3335,7567.46,7615.52,MLPMultivariate,GRU 2024-08-15,7593.0757,7579.656,7601.4634,7529.6504,7582.257,7589.2915,7589.511,7593.4614,7615.524,7575.569,7576.2905,7597.073,7586.902,7572.7607,7588.461,7596.389,7627.371,7567.4614,7583.957,7608.2563,7583.3335,7583.95703125,7601.46337890625,TiDE,LSTM
2024-08-16,7586.149,7569.996,7593.929,7514.975,7578.3286,7583.971,7580.966,7585.7134,7608.005,7570.6206,7570.109,7592.928,7577.513,7570.173,7584.0444,7591.0464,7624.346,7556.504,7577.98,7601.3867,7583.3335,7556.5,7608.0,MLPMultivariate,GRU 2024-08-16,7586.149,7569.996,7593.929,7514.975,7578.3286,7583.971,7580.966,7585.7134,7608.005,7570.6206,7570.109,7592.928,7577.513,7570.173,7584.0444,7591.0464,7624.346,7556.504,7577.98,7601.3867,7583.3335,7577.97998046875,7593.92919921875,TiDE,LSTM
2024-08-19,7594.745,7567.1577,7595.875,7563.9316,7579.266,7591.448,7583.5347,7587.4736,7610.099,7572.2188,7566.629,7595.985,7578.809,7562.983,7580.1973,7587.079,7621.3794,7557.738,7578.1226,7597.965,7570.0,7562.98,7610.1,DLinear,GRU 2024-08-19,7594.745,7567.1577,7595.875,7563.9316,7579.266,7591.448,7583.5347,7587.4736,7610.099,7572.2188,7566.629,7595.985,7578.809,7562.983,7580.1973,7587.079,7621.3794,7557.738,7578.1226,7597.965,7570.0,7578.12255859375,7595.98486328125,TiDE,DilatedRNN
2024-08-20,7579.69,7549.5083,7577.414,7576.1245,7570.128,7587.277,7570.395,7568.66,7589.487,7566.7505,7561.175,7580.983,7573.9497,7559.215,7563.7017,7578.237,7617.923,7548.4937,7565.124,7585.643,7570.0,7549.51,7589.49,Informer,GRU 2024-08-20,7579.69,7549.5083,7577.414,7576.1245,7570.128,7587.277,7570.395,7568.66,7589.487,7566.7505,7561.175,7580.983,7573.9497,7559.215,7563.7017,7578.237,7617.923,7548.4937,7565.124,7585.643,7570.0,7563.70166015625,7580.98291015625,NLinear,DilatedRNN
2024-08-21,7584.279,7549.3906,7582.753,7575.3657,7568.2466,7584.27,7579.214,7573.007,7596.82,7568.5615,7558.4805,7580.1904,7579.2163,7555.7676,7567.6963,7568.8945,7614.2964,7552.8857,7568.7334,7573.092,7570.0,7552.89,7596.82,MLPMultivariate,GRU 2024-08-21,7584.279,7549.3906,7582.753,7575.3657,7568.2466,7584.27,7579.214,7573.007,7596.82,7568.5615,7558.4805,7580.1904,7579.2163,7555.7676,7567.6963,7568.8945,7614.2964,7552.8857,7568.7334,7573.092,7570.0,7567.6962890625,7582.7529296875,NLinear,LSTM
2024-08-22,7583.703,7563.716,7581.84,7578.4624,7570.4243,7585.1714,7579.5317,7573.964,7594.553,7566.8755,7555.7344,7579.7183,7581.85,7557.408,7570.857,7564.0654,7610.427,7557.8296,7571.748,7572.579,7590.0,7557.41,7594.55,DLinear,GRU 2024-08-22,7583.703,7563.716,7581.84,7578.4624,7570.4243,7585.1714,7579.5317,7573.964,7594.553,7566.8755,7555.7344,7579.7183,7581.85,7557.408,7570.857,7564.0654,7610.427,7557.8296,7571.748,7572.579,7590.0,7570.85693359375,7581.83984375,NLinear,LSTM
2024-08-23,7591.693,7580.9365,7610.2744,7577.62,7583.9946,7586.8555,7595.802,7597.002,7626.1646,7585.059,7560.513,7605.648,7586.4727,7580.0605,7588.2275,7581.87,7607.3535,7568.1787,7586.9067,7578.2905,7583.3335,7568.18,7610.27,MLPMultivariate,LSTM 2024-08-23,7591.693,7580.9365,7610.2744,7577.62,7583.9946,7586.8555,7595.802,7597.002,7626.1646,7585.059,7560.513,7605.648,7586.4727,7580.0605,7588.2275,7581.87,7607.3535,7568.1787,7586.9067,7578.2905,7583.3335,7586.90673828125,7610.2744140625,TiDE,LSTM
2024-08-26,7581.909,7582.105,7593.3726,7569.9956,7584.2666,7593.485,7585.0723,7587.2676,7605.7754,7577.062,7566.9434,7596.7886,7579.494,7588.081,7584.404,7576.37,7604.0767,7567.0103,7583.003,7593.894,7583.3335,7567.01,7604.08,MLPMultivariate,StemGNN 2024-08-26,7581.909,7582.105,7593.3726,7569.9956,7584.2666,7593.485,7585.0723,7587.2676,7605.7754,7577.062,7566.9434,7596.7886,7579.494,7588.081,7584.404,7576.37,7604.0767,7567.0103,7583.003,7593.894,7583.3335,7583.0029296875,7596.78857421875,TiDE,DilatedRNN
2024-08-27,7578.7656,7577.596,7597.7173,7573.3887,7582.924,7599.5063,7582.8545,7587.592,7612.76,7580.639,7569.9253,7599.4966,7577.809,7596.2344,7580.952,7580.5815,7600.829,7588.529,7585.4907,7591.1187,7610.0,7573.39,7612.76,iTransformer,GRU 2024-08-27,7578.7656,7577.596,7597.7173,7573.3887,7582.924,7599.5063,7582.8545,7587.592,7612.76,7580.639,7569.9253,7599.4966,7577.809,7596.2344,7580.952,7580.5815,7600.829,7588.529,7585.4907,7591.1187,7610.0,7580.9521484375,7599.49658203125,NLinear,DilatedRNN
2024-08-28,7603.342,7568.98,7633.484,7591.465,7600.264,7612.3555,7604.1216,7624.7705,7650.6084,7607.261,7590.2188,7637.933,7594.213,7602.397,7610.396,7616.196,7598.767,7614.4526,7603.798,7596.2153,7610.0,7590.22,7637.93,BiTCN,DilatedRNN 2024-08-28,7603.342,7568.98,7633.484,7591.465,7600.264,7612.3555,7604.1216,7624.7705,7650.6084,7607.261,7590.2188,7637.933,7594.213,7602.397,7610.396,7616.196,7598.767,7614.4526,7603.798,7596.2153,7610.0,7603.7978515625,7637.93310546875,TiDE,DilatedRNN
2024-08-29,7602.6074,7574.9067,7623.2393,7595.7383,7606.5493,7612.5015,7598.9165,7611.2666,7637.062,7603.4346,7608.5684,7629.7183,7598.3555,7592.6533,7610.023,7615.4697,7597.31,7606.991,7610.1113,7601.6855,7613.3335,7592.65,7629.72,DLinear,DilatedRNN 2024-08-29,7602.6074,7574.9067,7623.2393,7595.7383,7606.5493,7612.5015,7598.9165,7611.2666,7637.062,7603.4346,7608.5684,7629.7183,7598.3555,7592.6533,7610.023,7615.4697,7597.31,7606.991,7610.1113,7601.6855,7613.3335,7610.02294921875,7629.71826171875,NLinear,DilatedRNN
2024-08-30,7608.995,7602.0854,7629.694,7595.228,7609.8755,7619.1577,7606.8027,7620.1675,7646.3447,7613.6514,7626.8945,7634.2417,7602.903,7605.196,7607.3687,7615.4277,7596.5977,7613.776,7616.263,7596.193,7606.6665,7596.19,7634.24,DeepNPTS,DilatedRNN 2024-08-30,7608.995,7602.0854,7629.694,7595.228,7609.8755,7619.1577,7606.8027,7620.1675,7646.3447,7613.6514,7626.8945,7634.2417,7602.903,7605.196,7607.3687,7615.4277,7596.5977,7613.776,7616.263,7596.193,7606.6665,7607.36865234375,7634.24169921875,NLinear,DilatedRNN
2024-09-02,7604.801,7611.225,7617.1904,7590.7305,7606.878,7617.5435,7599.1646,7613.6436,7630.948,7601.7773,7633.9375,7625.1235,7604.0625,7602.784,7610.2915,7605.2173,7595.7163,7615.2495,7603.5312,7588.053,7583.3335,7588.05,7630.95,DeepNPTS,GRU 2024-09-02,7604.801,7611.225,7617.1904,7590.7305,7606.878,7617.5435,7599.1646,7613.6436,7630.948,7601.7773,7633.9375,7625.1235,7604.0625,7602.784,7610.2915,7605.2173,7595.7163,7615.2495,7603.5312,7588.053,7583.3335,7603.53125,7625.12353515625,TiDE,DilatedRNN
2024-09-03,7584.1245,7599.737,7587.322,7583.9824,7587.1987,7593.444,7574.9097,7577.949,7600.2627,7575.7505,7621.904,7590.6353,7589.952,7583.71,7584.714,7571.9067,7594.2563,7601.5454,7578.65,7585.8413,7562.5,7575.75,7601.55,TCN,MLPMultivariate 2024-09-03,7584.1245,7599.737,7587.322,7583.9824,7587.1987,7593.444,7574.9097,7577.949,7600.2627,7575.7505,7621.904,7590.6353,7589.952,7583.71,7584.714,7571.9067,7594.2563,7601.5454,7578.65,7585.8413,7562.5,7577.94921875,7590.63525390625,RNN,DilatedRNN
2024-09-04,7567.824,7576.505,7567.188,7571.672,7567.2915,7574.6377,7562.3315,7562.509,7579.0073,7547.7134,7604.775,7562.5796,7574.178,7572.5264,7565.2627,7556.4746,7591.959,7588.907,7560.808,7582.3877,7535.0,7547.71,7591.96,TCN,StemGNN 2024-09-04,7567.824,7576.505,7567.188,7571.672,7567.2915,7574.6377,7562.3315,7562.509,7579.0073,7547.7134,7604.775,7562.5796,7574.178,7572.5264,7565.2627,7556.4746,7591.959,7588.907,7560.808,7582.3877,7535.0,7560.80810546875,7567.18798828125,TiDE,LSTM
2024-09-05,7545.363,7552.697,7536.8066,7572.7725,7543.651,7554.3413,7543.546,7530.691,7545.039,7525.549,7580.798,7526.2183,7551.9023,7551.9854,7529.328,7540.594,7588.3,7577.3257,7536.119,7562.6685,7475.0,7525.55,7580.8,TCN,BiTCN 2024-09-05,7545.363,7552.697,7536.8066,7572.7725,7543.651,7554.3413,7543.546,7530.691,7545.039,7525.549,7580.798,7526.2183,7551.9023,7551.9854,7529.328,7540.594,7588.3,7577.3257,7536.119,7562.6685,7475.0,7526.21826171875,7536.806640625,DilatedRNN,LSTM
2024-09-06,7489.133,7530.058,7468.7744,7567.3276,7490.5117,7523.7383,7484.9873,7463.2505,7472.635,7487.3975,7541.511,7450.5845,7511.958,7517.2163,7469.2705,7511.4395,7581.111,7568.395,7483.826,7535.0005,7442.5,7487.4,7568.4,TCN,MLPMultivariate 2024-09-06,7489.133,7530.058,7468.7744,7567.3276,7490.5117,7523.7383,7484.9873,7463.2505,7472.635,7487.3975,7541.511,7450.5845,7511.958,7517.2163,7469.2705,7511.4395,7581.111,7568.395,7483.826,7535.0005,7442.5,7450.58447265625,7483.826171875,DilatedRNN,TiDE
2024-09-09,7477.117,7518.369,7445.954,7539.0093,7447.318,7499.805,7457.0615,7440.9644,7453.2925,7463.8975,7499.5024,7414.8423,7488.5547,7477.18,7432.6396,7497.9277,7572.1675,7548.2925,7447.319,7475.0,7422.5,7453.29,7548.29,GRU,MLPMultivariate 2024-09-09,7477.117,7518.369,7445.954,7539.0093,7447.318,7499.805,7457.0615,7440.9644,7453.2925,7463.8975,7499.5024,7414.8423,7488.5547,7477.18,7432.6396,7497.9277,7572.1675,7548.2925,7447.319,7475.0,7422.5,7414.84228515625,7447.31884765625,DilatedRNN,TiDE
2024-09-10,7456.845,7501.7964,7427.159,7514.639,7422.6504,7479.6123,7434.149,7419.5635,7435.077,7450.9585,7466.836,7396.4497,7459.599,7444.4565,7420.318,7478.975,7562.575,7523.6143,7425.641,7442.5005,7412.5,7435.08,7523.61,GRU,MLPMultivariate 2024-09-10,7456.845,7501.7964,7427.159,7514.639,7422.6504,7479.6123,7434.149,7419.5635,7435.077,7450.9585,7466.836,7396.4497,7459.599,7444.4565,7420.318,7478.975,7562.575,7523.6143,7425.641,7442.5005,7412.5,7396.44970703125,7427.1591796875,DilatedRNN,LSTM
2024-09-11,7431.6255,7488.6543,7421.852,7484.7666,7405.9243,7468.9414,7418.0254,7409.3555,7431.287,7444.1343,7435.703,7386.4614,7435.07,7418.6245,7414.427,7467.43,7553.097,7497.191,7418.086,7422.5044,7387.5,7422.5,7497.19,DeepNPTS,MLPMultivariate 2024-09-11,7431.6255,7488.6543,7421.852,7484.7666,7405.9243,7468.9414,7418.0254,7409.3555,7431.287,7444.1343,7435.703,7386.4614,7435.07,7418.6245,7414.427,7467.43,7553.097,7497.191,7418.086,7422.5044,7387.5,7386.46142578125,7421.85205078125,DilatedRNN,LSTM
2024-09-12,7398.9155,7473.7407,7392.9155,7436.311,7384.2783,7455.464,7387.8115,7391.3066,7405.7793,7437.6245,7402.3047,7358.9487,7406.2876,7400.438,7386.0737,7451.5513,7542.6953,7450.6377,7395.831,7412.513,7380.0,7398.92,7473.74,NHITS,Informer 2024-09-12,7398.9155,7473.7407,7392.9155,7436.311,7384.2783,7455.464,7387.8115,7391.3066,7405.7793,7437.6245,7402.3047,7358.9487,7406.2876,7400.438,7386.0737,7451.5513,7542.6953,7450.6377,7395.831,7412.513,7380.0,7358.94873046875,7395.8310546875,DilatedRNN,TiDE
2024-09-13,7387.8896,7452.976,7392.8135,7394.6235,7370.539,7445.6494,7375.9326,7386.789,7406.796,7437.685,7380.101,7357.8223,7390.089,7401.1216,7384.2554,7432.3403,7532.57,7427.6304,7384.5337,7387.5723,7395.0,7370.54,7452.98,TSMixer,Informer 2024-09-13,7387.8896,7452.976,7392.8135,7394.6235,7370.539,7445.6494,7375.9326,7386.789,7406.796,7437.685,7380.101,7357.8223,7390.089,7401.1216,7384.2554,7432.3403,7532.57,7427.6304,7384.5337,7387.5723,7395.0,7357.822265625,7392.8134765625,DilatedRNN,LSTM
2024-09-14,7398.7993,7448.375,7415.441,7368.936,7381.9165,7434.689,7389.771,7404.154,7424.274,7446.083,7377.001,7380.415,7384.063,7403.6597,7403.405,7426.286,7523.938,7425.343,7393.144,7381.0493,7375.0,7381.05,7448.38,DeepNPTS,Informer 2024-09-14,7398.7993,7448.375,7415.441,7368.936,7381.9165,7434.689,7389.771,7404.154,7424.274,7446.083,7377.001,7380.415,7384.063,7403.6597,7403.405,7426.286,7523.938,7425.343,7393.144,7381.0493,7375.0,7380.4150390625,7415.44091796875,DilatedRNN,LSTM
2024-09-18,7373.2915,7433.293,7386.2817,7329.249,7376.5225,7412.147,7366.5063,7377.1455,7398.323,7444.707,7372.704,7360.6016,7359.803,7382.268,7384.2603,7407.7793,7514.7397,7414.364,7382.1943,7396.3286,7342.5,7396.33,7444.71,DeepNPTS,TCN 2024-09-18,7373.2915,7433.293,7386.2817,7329.249,7376.5225,7412.147,7366.5063,7377.1455,7398.323,7444.707,7372.704,7360.6016,7359.803,7382.268,7384.2603,7407.7793,7514.7397,7414.364,7382.1943,7396.3286,7342.5,7360.6015625,7386.28173828125,DilatedRNN,LSTM
2024-09-19,7345.1226,7423.377,7354.425,7277.346,7354.167,7386.274,7350.001,7351.2896,7372.9067,7441.945,7368.4575,7339.5356,7347.8315,7371.1387,7345.6553,7383.404,7504.317,7387.8447,7357.266,7375.537,7325.0,7372.91,7441.94,GRU,TCN 2024-09-19,7345.1226,7423.377,7354.425,7277.346,7354.167,7386.274,7350.001,7351.2896,7372.9067,7441.945,7368.4575,7339.5356,7347.8315,7371.1387,7345.6553,7383.404,7504.317,7387.8447,7357.266,7375.537,7325.0,7339.53564453125,7357.26611328125,DilatedRNN,TiDE
2024-09-20,7342.113,7401.0933,7341.356,7221.5303,7336.6265,7372.346,7341.57,7339.754,7361.2983,7437.128,7368.0703,7329.549,7347.6865,7356.94,7335.7065,7368.562,7493.4355,7352.697,7337.793,7355.5635,7340.0,7329.55,7437.13,DilatedRNN,TCN 2024-09-20,7342.113,7401.0933,7341.356,7221.5303,7336.6265,7372.346,7341.57,7339.754,7361.2983,7437.128,7368.0703,7329.549,7347.6865,7356.94,7335.7065,7368.562,7493.4355,7352.697,7337.793,7355.5635,7340.0,7329.548828125,7341.35595703125,DilatedRNN,LSTM
2024-09-23,7367.46,7401.626,7362.1274,7193.2334,7341.6265,7375.1855,7357.7134,7350.4214,7378.3364,7442.19,7372.963,7345.4175,7355.9424,7358.6597,7345.7485,7383.8457,7484.0073,7328.736,7335.9927,7350.6733,7310.0,7350.67,7442.19,DeepNPTS,TCN 2024-09-23,7367.46,7401.626,7362.1274,7193.2334,7341.6265,7375.1855,7357.7134,7350.4214,7378.3364,7442.19,7372.963,7345.4175,7355.9424,7358.6597,7345.7485,7383.8457,7484.0073,7328.736,7335.9927,7350.6733,7310.0,7335.99267578125,7362.12744140625,TiDE,LSTM
2024-09-24,7347.1147,7369.085,7327.081,7184.458,7324.368,7358.9688,7324.648,7320.32,7345.2017,7433.4097,7367.0254,7315.198,7335.1436,7339.2905,7318.8,7372.5312,7473.4976,7302.719,7309.4385,7311.446,7280.0,7311.45,7433.41,DeepNPTS,TCN 2024-09-24,7347.1147,7369.085,7327.081,7184.458,7324.368,7358.9688,7324.648,7320.32,7345.2017,7433.4097,7367.0254,7315.198,7335.1436,7339.2905,7318.8,7372.5312,7473.4976,7302.719,7309.4385,7311.446,7280.0,7309.4384765625,7327.0810546875,TiDE,LSTM
2024-09-25,7337.6753,7343.423,7309.8496,7403.0806,7300.5327,7338.3438,7316.542,7302.593,7327.499,7421.257,7354.324,7295.57,7333.5522,7317.722,7283.226,7342.6353,7462.004,7437.9873,7292.3384,7281.339,7315.0,7283.23,7437.99,NLinear,MLPMultivariate 2024-09-25,7337.6753,7343.423,7309.8496,7403.0806,7300.5327,7338.3438,7316.542,7302.593,7327.499,7421.257,7354.324,7295.57,7333.5522,7317.722,7283.226,7342.6353,7462.004,7437.9873,7292.3384,7281.339,7315.0,7283.22607421875,7309.849609375,NLinear,LSTM
2024-09-26,7386.443,7341.6113,7345.3594,7435.3716,7318.423,7346.224,7348.728,7340.578,7362.8027,7431.1987,7356.005,7324.47,7353.4634,7337.6455,7320.6494,7354.5977,7452.84,7508.9277,7315.2466,7315.343,7310.0,7315.34,7452.84,DeepNPTS,StemGNN 2024-09-26,7386.443,7341.6113,7345.3594,7435.3716,7318.423,7346.224,7348.728,7340.578,7362.8027,7431.1987,7356.005,7324.47,7353.4634,7337.6455,7320.6494,7354.5977,7452.84,7508.9277,7315.2466,7315.343,7310.0,7315.24658203125,7345.359375,TiDE,LSTM
2024-09-27,7381.1523,7328.455,7332.751,7406.745,7317.0933,7346.1177,7331.7285,7320.922,7349.4653,7429.059,7351.805,7309.778,7334.6396,7314.3115,7316.954,7352.3813,7443.8965,7528.813,7306.6455,7311.1567,7310.0,7309.78,7443.9,DilatedRNN,StemGNN 2024-09-27,7381.1523,7328.455,7332.751,7406.745,7317.0933,7346.1177,7331.7285,7320.922,7349.4653,7429.059,7351.805,7309.778,7334.6396,7314.3115,7316.954,7352.3813,7443.8965,7528.813,7306.6455,7311.1567,7310.0,7306.6455078125,7332.7509765625,TiDE,LSTM
2024-09-29,7384.148,7327.3203,7337.9263,7345.993,7317.254,7344.337,7338.8794,7327.857,7355.927,7435.8457,7345.1724,7314.2725,7328.3086,7307.465,7313.571,7350.188,7434.77,7530.1475,7314.674,7313.312,7365.0,7313.31,7435.85,DeepNPTS,TCN 2024-09-29,7384.148,7327.3203,7337.9263,7345.993,7317.254,7344.337,7338.8794,7327.857,7355.927,7435.8457,7345.1724,7314.2725,7328.3086,7307.465,7313.571,7350.188,7434.77,7530.1475,7314.674,7313.312,7365.0,7313.57080078125,7337.92626953125,NLinear,LSTM
2024-09-30,7415.5483,7352.2036,7403.8247,7401.7646,7357.2803,7360.5493,7371.521,7392.1,7410.08,7468.941,7351.29,7374.023,7353.451,7336.29,7371.5684,7373.648,7428.286,7573.3447,7362.6543,7365.419,7420.0,7351.29,7468.94,BiTCN,TCN 2024-09-30,7415.5483,7352.2036,7403.8247,7401.7646,7357.2803,7360.5493,7371.521,7392.1,7410.08,7468.941,7351.29,7374.023,7353.451,7336.29,7371.5684,7373.648,7428.286,7573.3447,7362.6543,7365.419,7420.0,7362.654296875,7403.82470703125,TiDE,LSTM
2024-10-08,7413.3945,7409.56,7462.212,7444.582,7405.36,7396.592,7407.198,7431.7627,7460.038,7500.726,7378.969,7438.9077,7375.618,7365.274,7425.3657,7423.0576,7424.1133,7630.5625,7411.881,7419.6147,7602.5,7375.62,7630.56,MLP,MLPMultivariate 2024-10-08,7413.3945,7409.56,7462.212,7444.582,7405.36,7396.592,7407.198,7431.7627,7460.038,7500.726,7378.969,7438.9077,7375.618,7365.274,7425.3657,7423.0576,7424.1133,7630.5625,7411.881,7419.6147,7602.5,7411.880859375,7462.2119140625,TiDE,LSTM
2024-10-09,7579.9136,7556.331,7696.391,7566.583,7555.9043,7556.577,7630.0776,7670.553,7702.6826,7638.44,7573.125,7705.029,7584.659,7484.1377,7607.144,7611.4097,7424.1807,7800.6523,7574.462,7602.4043,7602.5,7484.14,7705.03,DLinear,DilatedRNN 2024-10-09,7579.9136,7556.331,7696.391,7566.583,7555.9043,7556.577,7630.0776,7670.553,7702.6826,7638.44,7573.125,7705.029,7584.659,7484.1377,7607.144,7611.4097,7424.1807,7800.6523,7574.462,7602.4043,7602.5,7574.4619140625,7705.02880859375,TiDE,DilatedRNN
2024-10-10,7575.556,7596.8594,7627.4697,7619.6753,7624.6846,7621.92,7625.8384,7623.2627,7632.9805,7668.692,7663.994,7679.769,7637.4146,7542.5396,7608.9062,7600.6807,7424.3745,7820.097,7604.8643,7602.445,7585.0,7542.54,7679.77,DLinear,DilatedRNN 2024-10-10,7575.556,7596.8594,7627.4697,7619.6753,7624.6846,7621.92,7625.8384,7623.2627,7632.9805,7668.692,7663.994,7679.769,7637.4146,7542.5396,7608.9062,7600.6807,7424.3745,7820.097,7604.8643,7602.445,7585.0,7604.8642578125,7679.76904296875,TiDE,DilatedRNN
2024-10-11,7628.3525,7601.2695,7618.62,7603.426,7626.545,7664.978,7622.657,7592.526,7625.9805,7680.629,7699.009,7640.8784,7648.545,7571.6943,7587.699,7603.9985,7424.397,7784.8833,7599.9976,7584.982,7575.0,7571.69,7699.01,DLinear,BiTCN 2024-10-11,7628.3525,7601.2695,7618.62,7603.426,7626.545,7664.978,7622.657,7592.526,7625.9805,7680.629,7699.009,7640.8784,7648.545,7571.6943,7587.699,7603.9985,7424.397,7784.8833,7599.9976,7584.982,7575.0,7587.69921875,7640.87841796875,NLinear,DilatedRNN
2024-10-12,7633.6714,7618.3184,7594.081,7582.0444,7603.758,7674.045,7605.065,7599.9727,7602.329,7617.7256,7715.6797,7613.9717,7646.508,7571.1797,7574.506,7612.5513,7424.28,7735.8765,7567.147,7574.9883,7576.6665,7567.15,7715.68,TiDE,BiTCN 2024-10-12,7633.6714,7618.3184,7594.081,7582.0444,7603.758,7674.045,7605.065,7599.9727,7602.329,7617.7256,7715.6797,7613.9717,7646.508,7571.1797,7574.506,7612.5513,7424.28,7735.8765,7567.147,7574.9883,7576.6665,7567.14697265625,7613.9716796875,TiDE,DilatedRNN
2024-10-14,7653.8115,7630.65,7595.949,7555.7944,7563.8413,7673.0674,7578.9883,7559.2744,7606.2153,7590.246,7707.9873,7611.859,7658.074,7556.69,7561.975,7637.4814,7424.1416,7701.296,7546.0938,7576.522,7565.0,7546.09,7701.3,TiDE,MLPMultivariate 2024-10-14,7653.8115,7630.65,7595.949,7555.7944,7563.8413,7673.0674,7578.9883,7559.2744,7606.2153,7590.246,7707.9873,7611.859,7658.074,7556.69,7561.975,7637.4814,7424.1416,7701.296,7546.0938,7576.522,7565.0,7546.09375,7611.85888671875,TiDE,DilatedRNN
2024-10-15,7596.767,7620.2207,7575.4937,7504.657,7541.0205,7645.5586,7550.4136,7563.091,7584.5923,7583.523,7686.615,7594.4336,7631.9336,7525.2676,7535.7095,7624.8755,7423.746,7647.81,7536.9272,7564.884,7527.5,7504.66,7647.81,iTransformer,MLPMultivariate 2024-10-15,7596.767,7620.2207,7575.4937,7504.657,7541.0205,7645.5586,7550.4136,7563.091,7584.5923,7583.523,7686.615,7594.4336,7631.9336,7525.2676,7535.7095,7624.8755,7423.746,7647.81,7536.9272,7564.884,7527.5,7535.70947265625,7594.43359375,NLinear,DilatedRNN
2024-10-16,7537.3823,7620.9863,7528.687,7451.788,7512.351,7561.8174,7499.045,7525.2046,7534.814,7547.8413,7628.829,7523.7305,7571.3213,7509.3276,7482.4116,7535.017,7422.733,7588.291,7511.7427,7511.9014,7477.5,7451.79,7620.99,iTransformer,Informer 2024-10-16,7537.3823,7620.9863,7528.687,7451.788,7512.351,7561.8174,7499.045,7525.2046,7534.814,7547.8413,7628.829,7523.7305,7571.3213,7509.3276,7482.4116,7535.017,7422.733,7588.291,7511.7427,7511.9014,7477.5,7482.41162109375,7528.68701171875,NLinear,LSTM
2024-10-17,7490.326,7601.665,7475.7183,7413.3794,7458.587,7485.5034,7430.83,7471.655,7480.0522,7518.796,7557.303,7453.416,7502.926,7485.751,7450.027,7454.1074,7420.689,7541.86,7464.338,7475.21,7467.5,7420.69,7557.3,StemGNN,BiTCN 2024-10-17,7490.326,7601.665,7475.7183,7413.3794,7458.587,7485.5034,7430.83,7471.655,7480.0522,7518.796,7557.303,7453.416,7502.926,7485.751,7450.027,7454.1074,7420.689,7541.86,7464.338,7475.21,7467.5,7450.02685546875,7475.71826171875,NLinear,LSTM
2024-10-18,7478.6914,7618.038,7477.147,7401.9062,7435.4854,7470.6055,7414.927,7471.334,7483.3403,7473.5137,7506.429,7414.3467,7464.1704,7435.23,7464.471,7434.976,7418.427,7530.27,7448.0337,7474.4434,7370.0,7435.49,7530.27,TSMixer,MLPMultivariate 2024-10-18,7478.6914,7618.038,7477.147,7401.9062,7435.4854,7470.6055,7414.927,7471.334,7483.3403,7473.5137,7506.429,7414.3467,7464.1704,7435.23,7464.471,7434.976,7418.427,7530.27,7448.0337,7474.4434,7370.0,7414.3466796875,7477.14697265625,DilatedRNN,LSTM
2024-10-21,7351.325,7464.0684,7351.699,7378.6406,7367.1567,7417.7065,7318.4883,7356.1816,7369.5117,7432.8237,7407.6714,7312.0664,7372.3105,7358.3354,7360.0444,7332.5073,7413.2583,7488.466,7360.1094,7466.749,7362.5,7318.49,7466.75,PatchTST,DeepNPTS 2024-10-21,7351.325,7464.0684,7351.699,7378.6406,7367.1567,7417.7065,7318.4883,7356.1816,7369.5117,7432.8237,7407.6714,7312.0664,7372.3105,7358.3354,7360.0444,7332.5073,7413.2583,7488.466,7360.1094,7466.749,7362.5,7312.06640625,7360.109375,DilatedRNN,TiDE
2024-10-22,7343.997,7420.612,7372.9697,7356.9673,7340.5815,7344.554,7320.6177,7369.7275,7394.9844,7425.4746,7345.69,7321.1733,7352.978,7331.069,7343.6045,7349.0527,7407.9307,7482.9194,7340.688,7370.032,7346.6665,7321.17,7425.47,DilatedRNN,TCN 2024-10-22,7343.997,7420.612,7372.9697,7356.9673,7340.5815,7344.554,7320.6177,7369.7275,7394.9844,7425.4746,7345.69,7321.1733,7352.978,7331.069,7343.6045,7349.0527,7407.9307,7482.9194,7340.688,7370.032,7346.6665,7321.17333984375,7372.9697265625,DilatedRNN,LSTM
2024-10-23,7318.6772,7349.6343,7351.2314,7343.7607,7327.8022,7308.2607,7313.7275,7354.39,7369.487,7419.8677,7297.3286,7311.081,7333.771,7306.1235,7315.158,7342.9746,7402.127,7461.3604,7329.7554,7362.5674,7357.5,7306.12,7419.87,DLinear,TCN 2024-10-23,7318.6772,7349.6343,7351.2314,7343.7607,7327.8022,7308.2607,7313.7275,7354.39,7369.487,7419.8677,7297.3286,7311.081,7333.771,7306.1235,7315.158,7342.9746,7402.127,7461.3604,7329.7554,7362.5674,7357.5,7311.0810546875,7354.39013671875,DilatedRNN,RNN
2024-10-24,7332.025,7332.764,7374.3057,7333.803,7329.642,7342.8223,7343.688,7356.9414,7392.5293,7430.7036,7278.939,7326.7446,7325.3706,7332.062,7342.685,7350.5093,7396.687,7458.3853,7342.085,7346.686,7352.5,7325.37,7430.7,MLP,TCN 2024-10-24,7332.025,7332.764,7374.3057,7333.803,7329.642,7342.8223,7343.688,7356.9414,7392.5293,7430.7036,7278.939,7326.7446,7325.3706,7332.062,7342.685,7350.5093,7396.687,7458.3853,7342.085,7346.686,7352.5,7326.74462890625,7374.3056640625,DilatedRNN,LSTM
2024-10-25,7341.7407,7293.0596,7366.416,7319.07,7339.9575,7359.9907,7370.539,7370.2656,7382.035,7432.9263,7259.4497,7324.0225,7321.687,7319.8354,7359.366,7336.285,7391.287,7460.455,7358.443,7357.544,7372.5,7293.06,7432.93,Informer,TCN 2024-10-25,7341.7407,7293.0596,7366.416,7319.07,7339.9575,7359.9907,7370.539,7370.2656,7382.035,7432.9263,7259.4497,7324.0225,7321.687,7319.8354,7359.366,7336.285,7391.287,7460.455,7358.443,7357.544,7372.5,7324.0224609375,7370.265625,DilatedRNN,RNN
2024-10-28,7344.7163,7319.588,7397.6895,7322.8574,7366.559,7356.09,7400.027,7384.104,7409.743,7443.9604,7265.258,7362.257,7344.6714,7345.896,7381.345,7355.776,7386.7656,7474.6475,7386.7627,7352.37,7373.3335,7319.59,7443.96,Informer,TCN 2024-10-28,7344.7163,7319.588,7397.6895,7322.8574,7366.559,7356.09,7400.027,7384.104,7409.743,7443.9604,7265.258,7362.257,7344.6714,7345.896,7381.345,7355.776,7386.7656,7474.6475,7386.7627,7352.37,7373.3335,7362.2568359375,7397.689453125,DilatedRNN,LSTM
2024-10-29,7359.088,7309.0547,7393.3633,7346.7866,7376.6016,7374.111,7393.552,7384.4277,7402.9043,7452.677,7299.626,7378.7036,7352.162,7395.1772,7389.317,7366.0664,7382.2856,7455.5195,7373.8604,7373.167,7380.0,7309.05,7452.68,Informer,TCN 2024-10-29,7359.088,7309.0547,7393.3633,7346.7866,7376.6016,7374.111,7393.552,7384.4277,7402.9043,7452.677,7299.626,7378.7036,7352.162,7395.1772,7389.317,7366.0664,7382.2856,7455.5195,7373.8604,7373.167,7380.0,7373.8603515625,7393.36328125,TiDE,LSTM
2024-10-30,7358.9937,7341.4614,7405.327,7416.179,7381.4775,7426.024,7377.57,7389.754,7414.1113,7470.7134,7350.9463,7408.236,7357.6455,7411.459,7388.273,7396.682,7378.2446,7473.955,7359.314,7391.326,7330.0,7381.48,7470.71,TSMixer,TCN 2024-10-30,7358.9937,7341.4614,7405.327,7416.179,7381.4775,7426.024,7377.57,7389.754,7414.1113,7470.7134,7350.9463,7408.236,7357.6455,7411.459,7388.273,7396.682,7378.2446,7473.955,7359.314,7391.326,7330.0,7359.31396484375,7408.23583984375,TiDE,DilatedRNN
2024-10-31,7312.557,7305.571,7340.6367,7456.835,7354.071,7421.741,7296.7534,7337.699,7358.049,7471.703,7350.2676,7369.018,7348.3887,7402.115,7340.3677,7326.1377,7372.685,7468.8223,7330.872,7388.265,7340.0,7305.57,7468.82,Informer,MLPMultivariate 2024-10-31,7312.557,7305.571,7340.6367,7456.835,7354.071,7421.741,7296.7534,7337.699,7358.049,7471.703,7350.2676,7369.018,7348.3887,7402.115,7340.3677,7326.1377,7372.685,7468.8223,7330.872,7388.265,7340.0,7330.8720703125,7369.01806640625,TiDE,DilatedRNN
2024-11-01,7343.0796,7325.1807,7365.971,7418.3013,7350.2827,7392.953,7324.0703,7355.0913,7382.277,7474.6504,7365.0776,7377.864,7372.565,7387.9146,7340.9,7339.7134,7367.811,7459.85,7335.5547,7377.825,7363.3335,7325.18,7459.85,Informer,MLPMultivariate 2024-11-01,7343.0796,7325.1807,7365.971,7418.3013,7350.2827,7392.953,7324.0703,7355.0913,7382.277,7474.6504,7365.0776,7377.864,7372.565,7387.9146,7340.9,7339.7134,7367.811,7459.85,7335.5547,7377.825,7363.3335,7335.5546875,7377.86376953125,TiDE,DilatedRNN
2024-11-04,7386.9814,7346.146,7387.8896,7369.525,7364.3315,7391.7773,7341.5713,7376.175,7396.966,7479.0884,7375.335,7398.9766,7399.1343,7360.8267,7360.961,7393.3184,7364.0303,7461.721,7357.113,7379.3345,7360.0,7346.15,7461.72,Informer,MLPMultivariate 2024-11-04,7386.9814,7346.146,7387.8896,7369.525,7364.3315,7391.7773,7341.5713,7376.175,7396.966,7479.0884,7375.335,7398.9766,7399.1343,7360.8267,7360.961,7393.3184,7364.0303,7461.721,7357.113,7379.3345,7360.0,7357.11279296875,7398.9765625,TiDE,DilatedRNN
2024-11-05,7391.6396,7351.3486,7380.5674,7346.3066,7361.3833,7392.48,7346.1274,7362.837,7391.877,7478.332,7376.7046,7386.9214,7404.1196,7376.0854,7372.727,7392.836,7360.396,7451.457,7349.645,7347.054,7357.5,7346.31,7451.46,iTransformer,MLPMultivariate 2024-11-05,7391.6396,7351.3486,7380.5674,7346.3066,7361.3833,7392.48,7346.1274,7362.837,7391.877,7478.332,7376.7046,7386.9214,7404.1196,7376.0854,7372.727,7392.836,7360.396,7451.457,7349.645,7347.054,7357.5,7349.64501953125,7386.92138671875,TiDE,DilatedRNN
2024-11-06,7377.092,7346.6963,7380.05,7335.5605,7358.7593,7378.257,7347.794,7375.06,7391.6255,7476.481,7358.8145,7383.401,7388.878,7361.917,7379.123,7385.589,7356.9673,7412.6973,7342.4194,7377.9565,7383.3335,7342.42,7412.7,TiDE,MLPMultivariate 2024-11-06,7377.092,7346.6963,7380.05,7335.5605,7358.7593,7378.257,7347.794,7375.06,7391.6255,7476.481,7358.8145,7383.401,7388.878,7361.917,7379.123,7385.589,7356.9673,7412.6973,7342.4194,7377.9565,7383.3335,7342.41943359375,7383.40087890625,TiDE,DilatedRNN
2024-11-07,7388.92,7358.8315,7413.8965,7342.1616,7375.1655,7391.0454,7372.7217,7398.935,7420.154,7477.761,7361.595,7396.028,7409.272,7366.393,7401.2744,7405.4556,7355.011,7421.774,7363.137,7384.1777,7366.6665,7355.01,7421.77,StemGNN,MLPMultivariate 2024-11-07,7388.92,7358.8315,7413.8965,7342.1616,7375.1655,7391.0454,7372.7217,7398.935,7420.154,7477.761,7361.595,7396.028,7409.272,7366.393,7401.2744,7405.4556,7355.011,7421.774,7363.137,7384.1777,7366.6665,7363.13720703125,7413.896484375,TiDE,LSTM
2024-11-08,7353.577,7344.835,7383.681,7340.6406,7369.751,7386.0073,7355.898,7370.138,7393.4155,7466.26,7359.2275,7360.3813,7396.274,7382.968,7375.964,7376.7217,7353.1333,7417.782,7356.342,7372.9907,7383.3335,7344.83,7417.78,Informer,MLPMultivariate 2024-11-08,7353.577,7344.835,7383.681,7340.6406,7369.751,7386.0073,7355.898,7370.138,7393.4155,7466.26,7359.2275,7360.3813,7396.274,7382.968,7375.964,7376.7217,7353.1333,7417.782,7356.342,7372.9907,7383.3335,7356.341796875,7383.68115234375,TiDE,LSTM
2024-11-11,7379.677,7363.237,7413.3105,7352.355,7379.6235,7397.026,7377.8867,7396.5713,7420.5615,7476.661,7373.1416,7364.991,7411.7275,7361.132,7384.9604,7384.9736,7352.1616,7430.2075,7378.0415,7383.4736,7340.0,7363.24,7430.21,Informer,MLPMultivariate 2024-11-11,7379.677,7363.237,7413.3105,7352.355,7379.6235,7397.026,7377.8867,7396.5713,7420.5615,7476.661,7373.1416,7364.991,7411.7275,7361.132,7384.9604,7384.9736,7352.1616,7430.2075,7378.0415,7383.4736,7340.0,7364.9912109375,7413.310546875,DilatedRNN,LSTM
2024-11-12,7341.773,7294.7446,7349.7324,7357.3145,7360.362,7414.3184,7341.369,7347.2217,7365.4424,7470.711,7359.694,7316.588,7389.091,7367.1177,7335.5503,7337.9497,7350.0835,7408.839,7358.534,7392.3843,7306.6665,7360.36,7414.32,TSMixer,TSMixerx 2024-11-12,7341.773,7294.7446,7349.7324,7357.3145,7360.362,7414.3184,7341.369,7347.2217,7365.4424,7470.711,7359.694,7316.588,7389.091,7367.1177,7335.5503,7337.9497,7350.0835,7408.839,7358.534,7392.3843,7306.6665,7316.587890625,7358.5341796875,DilatedRNN,TiDE
2024-11-13,7381.9844,7287.189,7351.8896,7350.5015,7376.168,7422.786,7383.6006,7340.7515,7387.0117,7469.263,7353.8335,7317.9937,7432.2583,7361.677,7364.9146,7332.752,7348.143,7431.786,7365.838,7405.645,7323.3335,7317.99,7432.26,DilatedRNN,MLP 2024-11-13,7381.9844,7287.189,7351.8896,7350.5015,7376.168,7422.786,7383.6006,7340.7515,7387.0117,7469.263,7353.8335,7317.9937,7432.2583,7361.677,7364.9146,7332.752,7348.143,7431.786,7365.838,7405.645,7323.3335,7317.99365234375,7365.837890625,DilatedRNN,TiDE
2024-11-14,7382.6113,7254.2183,7354.0425,7348.427,7380.5435,7393.6255,7401.7876,7312.5776,7382.1094,7465.3467,7365.012,7333.2656,7446.745,7349.9614,7346.7075,7327.2627,7336.2974,7436.182,7378.3853,7422.761,7353.3335,7312.58,7446.75,RNN,MLP 2024-11-14,7382.6113,7254.2183,7354.0425,7348.427,7380.5435,7393.6255,7401.7876,7312.5776,7382.1094,7465.3467,7365.012,7333.2656,7446.745,7349.9614,7346.7075,7327.2627,7336.2974,7436.182,7378.3853,7422.761,7353.3335,7312.57763671875,7378.38525390625,RNN,TiDE
2024-11-15,7381.573,7295.5215,7368.1514,7328.4556,7378.2676,7388.905,7390.9395,7306.414,7388.541,7474.6323,7368.2896,7331.227,7442.024,7386.5894,7333.922,7323.2886,7347.498,7405.9243,7384.138,7402.899,7393.3335,7306.41,7442.02,RNN,MLP 2024-11-15,7381.573,7295.5215,7368.1514,7328.4556,7378.2676,7388.905,7390.9395,7306.414,7388.541,7474.6323,7368.2896,7331.227,7442.024,7386.5894,7333.922,7323.2886,7347.498,7405.9243,7384.138,7402.899,7393.3335,7306.4140625,7384.13818359375,RNN,TiDE
2024-11-18,7351.67,7319.0723,7406.2065,7316.1235,7375.257,7372.629,7385.8384,7357.068,7391.6016,7479.033,7371.178,7359.4624,7430.7607,7360.737,7375.305,7320.6978,7358.1577,7380.1997,7378.3477,7394.4897,7363.3335,7319.07,7430.76,Informer,MLP 2024-11-18,7351.67,7319.0723,7406.2065,7316.1235,7375.257,7372.629,7385.8384,7357.068,7391.6016,7479.033,7371.178,7359.4624,7430.7607,7360.737,7375.305,7320.6978,7358.1577,7380.1997,7378.3477,7394.4897,7363.3335,7357.06787109375,7406.20654296875,RNN,LSTM

1 ds NHITS Informer LSTM iTransformer TSMixer TSMixerx PatchTST RNN GRU TCN BiTCN DilatedRNN MLP DLinear NLinear TFT StemGNN MLPMultivariate TiDE DeepNPTS y min_within_quantile max_within_quantile min_model max_model
2 2024-01-29 7327.54 7371.2856 7327.9795 7384.885 7303.0186 7287.3315 7292.8896 7315.115 7343.5977 7448.8076 7326.1924 7305.5063 7323.524 7296.2896 7310.326 7284.556 7305.0786 7307.854 7296.64 7296.585 7305.0 7287.33 7296.64013671875 7384.88 7327.9794921875 TSMixerx TiDE iTransformer LSTM
3 2024-01-30 7323.8696 7345.8745 7337.313 7389.4263 7298.2393 7304.3403 7293.087 7323.4897 7353.2188 7449.262 7332.463 7312.258 7328.594 7281.346 7304.499 7300.717 7302.7026 7318.9453 7296.9995 7304.781 7315.0 7293.09 7296.99951171875 7389.43 7337.31298828125 PatchTST TiDE iTransformer LSTM
4 2024-01-31 7324.146 7346.4673 7344.214 7380.4604 7308.308 7304.0986 7294.4946 7331.6987 7359.118 7457.24 7342.7256 7323.041 7320.5635 7292.954 7297.5747 7318.6 7301.1377 7334.6743 7303.2417 7314.4746 7302.5 7294.49 7297.57470703125 7380.46 7344.2138671875 PatchTST NLinear iTransformer LSTM
5 2024-02-01 7310.3633 7350.735 7330.007 7368.2 7301.071 7305.6147 7286.2505 7318.4907 7346.6665 7454.664 7335.987 7307.8584 7320.183 7289.8535 7286.7407 7300.7036 7299.9995 7329.819 7302.619 7301.4395 7275.0 7301.07 7286.74072265625 7368.2 7330.0068359375 TSMixer NLinear iTransformer LSTM
6 2024-02-02 7293.69 7327.781 7309.3315 7373.0205 7273.724 7281.9614 7266.092 7301.234 7324.7744 7439.2812 7308.1733 7276.548 7291.012 7277.5293 7261.4004 7276.106 7297.477 7296.4697 7281.352 7281.487 7242.5 7273.72 7261.400390625 7373.02 7309.33154296875 TSMixer NLinear iTransformer LSTM
7 2024-02-04 7254.433 7283.6553 7289.6973 7339.78 7239.73 7246.9434 7231.938 7275.8677 7300.413 7419.0776 7273.8286 7247.9873 7247.8843 7248.6 7243.9033 7245.4927 7293.5337 7245.099 7250.104 7275.036 7240.0 7239.73 7243.9033203125 7339.78 7289.697265625 TSMixer NLinear iTransformer LSTM
8 2024-02-05 7250.295 7259.144 7291.301 7286.8813 7225.6523 7210.312 7228.403 7274.821 7302.662 7410.3135 7243.091 7250.315 7235.755 7227.8154 7230.8687 7230.152 7289.2905 7232.534 7231.225 7243.133 7227.5 7225.65 7230.86865234375 7302.66 7291.30078125 TSMixer NLinear GRU LSTM
9 2024-02-06 7238.1196 7245.9375 7284.3765 7245.9297 7214.966 7191.3247 7208.555 7264.1216 7290.8286 7402.405 7214.5146 7247.1934 7215.7324 7210.972 7213.2725 7208.0527 7284.472 7215.4717 7216.571 7240.1157 7246.6665 7208.05 7213.2724609375 7290.83 7284.37646484375 TFT NLinear GRU LSTM
10 2024-02-07 7250.0728 7249.5786 7298.5312 7246.314 7225.5596 7233.2617 7233.5103 7282.6904 7310.7695 7411.9214 7197.425 7269.3145 7226.5107 7226.7334 7229.025 7225.509 7280.56 7230.7563 7231.607 7227.758 7255.0 7225.51 7229.02490234375 7310.77 7298.53125 TFT NLinear GRU LSTM
11 2024-02-08 7255.888 7238.047 7302.062 7239.053 7240.0234 7246.6807 7249.718 7290.1685 7314.031 7416.259 7187.06 7274.244 7236.2188 7231.464 7251.076 7240.224 7277.064 7237.261 7253.372 7246.6787 7270.0 7231.46 7251.076171875 7314.03 7302.06201171875 DLinear NLinear GRU LSTM
12 2024-02-18 7255.7476 7235.38 7313.8047 7233.6855 7255.6904 7255.5767 7265.8315 7300.2495 7328.572 7421.755 7188.816 7284.8784 7247.1353 7230.468 7268.077 7274.995 7274.5186 7246.0713 7273.1055 7254.989 7336.6665 7230.47 7268.0771484375 7421.75 7313.8046875 DLinear NLinear TCN LSTM
13 2024-02-19 7328.241 7286.074 7381.018 7275.307 7308.4116 7310.3076 7327.4346 7366.1816 7388.414 7447.075 7280.0312 7355.517 7284.432 7281.5015 7344.23 7354.4004 7273.632 7291.6636 7323.833 7270.3794 7350.0 7273.63 7323.8330078125 7388.41 7381.01806640625 StemGNN TiDE GRU LSTM
14 2024-02-20 7340.944 7314.0327 7381.5713 7320.348 7338.1836 7366.514 7341.785 7363.2793 7388.778 7459.8125 7353.135 7385.1006 7303.8467 7305.5444 7355.2246 7374.68 7273.196 7317.2275 7334.7188 7315.848 7335.0 7303.85 7334.71875 7388.78 7385.1005859375 MLP TiDE GRU DilatedRNN
15 2024-02-21 7328.0884 7291.2524 7364.2417 7319.2456 7332.968 7412.6357 7331.434 7349.3823 7375.823 7465.6343 7385.7275 7387.225 7307.3833 7333.665 7337.7866 7342.363 7272.3896 7318.1006 7325.3853 7314.4683 7297.5 7291.25 7325.38525390625 7412.64 7387.22509765625 Informer TiDE TSMixerx DilatedRNN
16 2024-02-22 7287.8735 7267.143 7325.016 7277.247 7305.414 7391.882 7303.8286 7321.0156 7340.7817 7453.1045 7382.0225 7339.7095 7294.562 7318.521 7298.753 7277.442 7270.509 7301.041 7291.3823 7276.9814 7285.0 7270.51 7291.38232421875 7391.88 7339.70947265625 StemGNN TiDE TSMixerx DilatedRNN
17 2024-02-23 7274.399 7269.568 7318.807 7248.7266 7289.0947 7370.73 7297.7876 7303.6953 7335.4224 7444.233 7366.254 7323.166 7289.08 7303.606 7282.352 7266.3247 7268.189 7293.0938 7280.006 7282.8047 7306.6665 7266.32 7280.005859375 7370.73 7323.166015625 TFT TiDE TSMixerx DilatedRNN
18 2024-02-26 7317.076 7264.941 7337.7056 7258.444 7297.6904 7360.0747 7324.8403 7325.023 7354.1455 7444.2607 7362.535 7327.898 7317.0273 7295.977 7301.972 7291.581 7266.6943 7302.3555 7294.468 7344.75 7292.5 7264.94 7294.4677734375 7362.54 7337.70556640625 Informer TiDE BiTCN LSTM
19 2024-02-27 7324.8584 7265.309 7320.64 7250.013 7294.186 7304.1113 7298.2075 7308.625 7337.1943 7439.2734 7344.686 7310.365 7318.0415 7292.697 7282.6455 7268.987 7265.1797 7294.638 7286.2944 7335.9023 7306.6665 7265.18 7282.6455078125 7344.69 7320.64013671875 StemGNN NLinear BiTCN LSTM
20 2024-02-28 7350.4395 7289.5283 7338.2246 7309.689 7298.809 7324.0015 7322.149 7329.7837 7355.814 7445.0146 7333.113 7324.6567 7333.303 7311.2393 7305.7275 7297.4614 7264.3247 7302.66 7303.671 7363.8447 7353.3335 7289.53 7303.6708984375 7363.84 7338.224609375 Informer TiDE DeepNPTS LSTM
21 2024-02-29 7364.922 7312.732 7388.8384 7333.9785 7331.49 7367.615 7367.573 7377.5312 7397.033 7453.3794 7342.484 7349.7095 7365.7754 7333.8677 7360.886 7322.637 7264.3276 7322.595 7342.4907 7352.6177 7325.0 7312.73 7342.49072265625 7397.03 7388.83837890625 Informer TiDE GRU LSTM
22 2024-03-01 7321.578 7316.2393 7343.9375 7309.51 7320.658 7330.7563 7334.3384 7332.159 7359.9653 7443.0215 7323.63 7307.3027 7329.6206 7315.678 7335.521 7305.787 7264.1797 7304.3496 7325.9053 7320.0366 7343.3335 7304.35 7307.302734375 7359.97 7343.9375 MLPMultivariate DilatedRNN GRU LSTM
23 2024-03-04 7340.802 7317.3306 7376.918 7311.154 7328.219 7340.468 7340.3086 7365.1484 7388.8574 7450.7354 7315.865 7323.957 7323.977 7333.2466 7339.4756 7315.3276 7264.3325 7301.3037 7341.7275 7340.6304 7330.0 7301.3 7323.95703125 7388.86 7376.91796875 MLPMultivariate DilatedRNN GRU LSTM
24 2024-03-05 7315.2905 7324.3237 7350.444 7305.61 7325.7393 7339.7915 7318.9697 7344.8457 7365.5527 7451.8755 7304.357 7319.4277 7316.457 7325.9277 7321.5146 7307.3413 7264.214 7297.3003 7327.1245 7328.323 7310.0 7297.3 7319.427734375 7365.55 7350.44384765625 MLPMultivariate DilatedRNN GRU LSTM
25 2024-03-06 7308.373 7325.696 7334.6255 7294.158 7305.627 7325.1763 7312.541 7318.275 7352.913 7447.445 7298.8755 7308.506 7313.021 7309.36 7297.2993 7288.715 7263.7637 7286.975 7300.477 7306.5024 7297.5 7286.98 7297.29931640625 7352.91 7334.62548828125 MLPMultivariate NLinear GRU LSTM
26 2024-03-07 7299.862 7322.526 7324.675 7282.332 7294.8735 7306.711 7313.406 7321.1187 7342.7246 7440.573 7289.942 7302.0376 7319.489 7285.3726 7297.0596 7280.8086 7263.1475 7286.3086 7293.879 7289.419 7290.0 7280.81 7293.87890625 7342.72 7324.6748046875 TFT TiDE GRU LSTM
27 2024-03-08 7284.222 7300.3496 7319.861 7274.833 7286.743 7293.7285 7302.802 7307.933 7337.868 7436.35 7274.2007 7299.68 7286.9375 7284.206 7288.37 7276.833 7262.7554 7277.1772 7291.021 7296.594 7295.0 7274.2 7288.3701171875 7337.87 7319.86083984375 BiTCN NLinear GRU LSTM
28 2024-03-11 7271.2715 7287.878 7325.3354 7269.5693 7283.7026 7281.6074 7304.636 7315.3335 7343.5044 7434.8457 7270.7354 7301.897 7264.7705 7297.509 7293.4673 7279.9775 7262.8096 7273.0933 7289.3433 7281.022 7285.0 7264.77 7289.34326171875 7343.5 7325.33544921875 MLP TiDE GRU LSTM
29 2024-03-12 7252.8354 7289.8853 7316.3813 7238.3223 7271.274 7285.967 7283.5815 7308.112 7333.671 7423.9077 7273.6724 7295.1426 7244.6016 7296.6904 7275.3125 7274.42 7264.088 7267.1753 7270.405 7242.843 7283.3335 7242.84 7270.40478515625 7333.67 7316.38134765625 DeepNPTS TiDE GRU LSTM
30 2024-03-13 7248.938 7289.635 7317.692 7233.044 7267.635 7290.3125 7281.2026 7307.193 7335.384 7425.8755 7268.577 7309.177 7235.079 7304.1416 7278.2095 7275.3296 7265.651 7265.2554 7272.325 7235.6216 7285.0 7235.08 7272.3251953125 7335.38 7317.69189453125 MLP TiDE GRU LSTM
31 2024-03-14 7265.6675 7272.352 7319.054 7246.859 7274.3047 7281.329 7285.092 7310.2607 7336.2573 7424.372 7279.022 7310.2495 7246.5537 7274.915 7288.535 7285.686 7269.2046 7272.7983 7280.9336 7245.8447 7277.5 7246.55 7280.93359375 7336.26 7319.05419921875 MLP TiDE GRU LSTM
32 2024-03-15 7268.02 7272.377 7313.2935 7252.223 7272.3735 7267.2764 7274.578 7300.802 7329.858 7422.9077 7276.3623 7300.483 7249.938 7253.633 7269.2046 7284.1553 7271.747 7274.0024 7279.1475 7275.567 7353.3335 7252.22 7269.20458984375 7422.91 7313.29345703125 iTransformer NLinear TCN LSTM
33 2024-03-18 7347.523 7331.5874 7398.1025 7300.4 7319.1963 7299.2505 7365.2866 7379.18 7404.796 7454.794 7304.7573 7381.734 7306.5664 7305.6533 7353.5864 7387.272 7274.584 7304.16 7330.823 7352.64 7387.5 7299.25 7330.8232421875 7404.8 7398.1025390625 TSMixerx TiDE GRU LSTM
34 2024-03-19 7383.2007 7377.062 7422.1787 7337.716 7360.5415 7351.514 7392.0273 7400.809 7423.6587 7474.671 7313.8677 7416.085 7356.2627 7326.808 7393.4097 7420.567 7276.2305 7330.5435 7363.473 7386.885 7435.0 7313.87 7363.47314453125 7474.67 7422.1787109375 BiTCN TiDE TCN LSTM
35 2024-03-20 7431.3228 7405.089 7481.697 7376.288 7402.0117 7385.961 7459.232 7451.4297 7481.062 7500.148 7329.3774 7477.5176 7408.798 7385.252 7441.3843 7446.609 7277.801 7375.8203 7414.868 7433.0977 7460.0 7329.38 7414.8681640625 7481.7 7481.69677734375 BiTCN TiDE LSTM
36 2024-03-21 7458.2275 7401.492 7497.2183 7416.5845 7435.339 7399.187 7477.399 7484.968 7496.0884 7515.9604 7349.7227 7505.508 7430.2617 7433.867 7467.8345 7466.1753 7280.6196 7415.174 7449.4546 7440.946 7422.5 7349.72 7449.45458984375 7505.51 7505.5078125 BiTCN TiDE DilatedRNN
37 2024-03-22 7407.0825 7385.577 7442.542 7427.619 7418.8604 7399.5073 7396.7397 7421.226 7442.492 7503.784 7352.836 7447.2036 7399.149 7426.6504 7428.188 7410.6143 7284.129 7404.034 7430.581 7399.9756 7402.5 7352.84 7421.22607421875 7447.2 7447.20361328125 BiTCN RNN DilatedRNN
38 2024-03-25 7390.9316 7341.7417 7425.1035 7351.0176 7389.619 7396.7227 7393.906 7412.0156 7429.2393 7493.727 7344.5913 7410.24 7372.034 7425.9546 7402.7266 7362.529 7285.9043 7383.556 7400.5117 7386.4575 7372.5 7341.74 7400.51171875 7429.24 7425.103515625 Informer TiDE GRU LSTM
39 2024-03-26 7347.334 7326.359 7383.7305 7310.7183 7358.046 7389.9893 7351.148 7374.3765 7394.8364 7478.162 7345.3984 7372.223 7346.8843 7391.773 7355.676 7335.9077 7286.96 7355.5215 7355.3013 7348.9756 7365.0 7310.72 7355.30126953125 7394.84 7383.73046875 iTransformer TiDE GRU LSTM
40 2024-03-27 7332.6685 7312.6313 7381.709 7327.691 7341.7427 7356.66 7347.588 7365.008 7395.2363 7472.1733 7348.8047 7371.0938 7330.055 7369.823 7345.8745 7337.2305 7287.96 7336.0894 7351.8623 7342.38 7345.0 7312.63 7345.87451171875 7395.24 7381.708984375 Informer NLinear GRU LSTM
41 2024-03-28 7318.9517 7314.2285 7356.6807 7325.767 7325.5513 7327.4263 7330.2373 7354.8135 7374.066 7455.497 7348.2134 7331.0493 7302.6733 7352.365 7328.5137 7320.3345 7288.741 7314.206 7333.578 7330.548 7345.0 7302.67 7328.513671875 7374.07 7356.6806640625 MLP NLinear GRU LSTM
42 2024-03-29 7333.2954 7331.351 7363.246 7327.6743 7319.564 7301.5522 7328.1797 7355.113 7380.952 7447.5664 7334.7427 7327.2666 7288.5444 7335.8066 7336.808 7319.2993 7289.9165 7297.9263 7332.412 7343.5093 7345.0 7289.92 7327.2666015625 7380.95 7363.24609375 StemGNN DilatedRNN GRU LSTM
43 2024-04-01 7348.0537 7330.572 7362.7725 7332.9604 7322.198 7298.061 7329.0166 7358.6577 7379.306 7439.0703 7324.079 7319.565 7297.908 7335.1064 7344.3975 7319.012 7290.8574 7297.928 7334.5747 7336.6123 7360.0 7297.91 7319.56494140625 7379.31 7362.7724609375 MLP DilatedRNN GRU LSTM
44 2024-04-02 7354.8457 7323.401 7383.785 7332.653 7333.635 7305.6133 7343.2495 7371.6064 7396.9644 7439.2964 7319.5005 7330.7207 7310.536 7330.504 7355.109 7328.9604 7291.783 7303.8853 7341.664 7354.6255 7380.0 7303.89 7330.720703125 7396.96 7383.78515625 MLPMultivariate DilatedRNN GRU LSTM
45 2024-04-03 7365.363 7363.4385 7406.764 7337.816 7351.973 7328.9243 7372.8433 7392.5435 7415.1196 7455.345 7328.296 7365.4688 7333.1133 7329.4907 7376.2812 7337.592 7293.337 7332.993 7356.929 7368.235 7397.5 7328.3 7356.92919921875 7415.12 7406.76416015625 BiTCN TiDE GRU LSTM
46 2024-04-07 7393.174 7399.1465 7426.612 7353.0283 7376.4893 7376.752 7414.109 7407.8154 7431.869 7469.0186 7340.048 7401.162 7367.347 7352.1235 7391.1353 7345.164 7296.0327 7358.918 7389.734 7383.014 7437.5 7340.05 7389.73388671875 7469.02 7426.61181640625 BiTCN TiDE TCN LSTM
47 2024-04-08 7446.6924 7449.7544 7475.2563 7373.374 7410.5596 7404.134 7471.235 7453.1606 7476.517 7494.462 7348.689 7462.397 7410.8096 7377.585 7435.089 7383.2344 7300.344 7398.0693 7432.398 7434.5586 7490.0 7348.69 7432.39794921875 7494.46 7475.25634765625 BiTCN TiDE TCN LSTM
48 2024-04-09 7504.905 7467.537 7530.613 7433.774 7452.0054 7425.3403 7513.393 7508.9287 7533.4644 7525.638 7357.8564 7528.4937 7454.9614 7437.0137 7491.247 7428.2314 7304.7363 7457.517 7473.5537 7489.2837 7507.5 7357.86 7473.5537109375 7530.61 7530.61279296875 BiTCN TiDE LSTM
49 2024-04-10 7507.6694 7467.993 7538.1147 7542.224 7472.328 7420.036 7503.443 7518.157 7542.6377 7545.1484 7374.8135 7566.422 7470.541 7473.4287 7509.802 7433.4985 7310.0293 7488.787 7488.6753 7506.1987 7497.5 7374.81 7488.67529296875 7545.15 7566.421875 BiTCN TiDE TCN DilatedRNN
50 2024-04-11 7471.361 7447.9717 7520.0947 7595.639 7468.2266 7408.3325 7456.563 7507.32 7523.82 7548.4556 7392.3813 7548.813 7429.4277 7498.0825 7501.922 7419.362 7314.949 7464.2153 7485.503 7461.3413 7497.5 7392.38 7485.5029296875 7548.81 7548.81298828125 BiTCN TiDE DilatedRNN
51 2024-04-12 7441.4653 7422.594 7520.649 7489.6167 7460.528 7422.053 7457.3374 7508.158 7525.2314 7549.5034 7408.3726 7551.6904 7408.99 7522.645 7488.91 7405.511 7319.853 7442.42 7475.9414 7381.109 7506.6665 7381.11 7475.94140625 7549.5 7551.6904296875 DeepNPTS TiDE TCN DilatedRNN
52 2024-04-15 7437.4883 7392.7056 7528.9893 7359.854 7460.766 7406.296 7457.8774 7511.0024 7534.3423 7550.2856 7422.125 7559.664 7408.6436 7505.059 7499.318 7414.586 7324.3867 7350.284 7478.66 7390.3853 7482.5 7350.28 7478.66015625 7550.29 7559.6640625 MLPMultivariate TiDE TCN DilatedRNN
53 2024-04-16 7414.4014 7356.5474 7493.419 7320.82 7445.327 7389.5503 7430.3423 7479.1465 7495.7896 7530.0034 7414.796 7504.091 7384.232 7474.4126 7463.9585 7395.259 7326.742 7316.681 7464.249 7352.0337 7495.0 7320.82 7463.95849609375 7504.09 7504.0908203125 iTransformer NLinear DilatedRNN
54 2024-04-17 7418.1523 7345.336 7517.467 7244.3267 7448.5728 7372.91 7443.809 7505.0737 7524.591 7532.585 7416.4146 7509.972 7377.5215 7468.4683 7480.951 7402.167 7328.876 7308.7583 7469.451 7336.165 7497.5 7308.76 7469.451171875 7524.59 7517.466796875 MLPMultivariate TiDE GRU LSTM
55 2024-04-18 7436.2354 7365.206 7513.568 7192.3843 7453.5957 7372.54 7432.963 7503.9854 7517.9287 7524.563 7417.2803 7494.443 7394.3423 7452.6953 7495.288 7403.768 7331.6216 7302.1626 7473.5625 7444.699 7497.5 7302.16 7473.5625 7517.93 7513.56787109375 MLPMultivariate TiDE GRU LSTM
56 2024-04-19 7447.0806 7350.321 7514.8804 7205.8774 7455.567 7376.2446 7410.527 7499.0874 7521.575 7514.4854 7414.3438 7484.985 7403.5664 7462.2075 7490.3115 7405.585 7335.865 7309.3057 7468.847 7448.9966 7527.5 7309.31 7468.84716796875 7514.49 7514.88037109375 MLPMultivariate TiDE TCN LSTM
57 2024-04-22 7475.883 7423.158 7553.94 7254.1865 7479.875 7386.6743 7447.7183 7543.102 7564.775 7529.091 7418.2056 7513.3813 7448.4033 7465.62 7534.029 7424.2153 7340.894 7353.6143 7495.132 7507.159 7527.5 7340.89 7495.1318359375 7553.94 7553.93994140625 StemGNN TiDE LSTM
58 2024-04-23 7483.1704 7425.912 7543.3994 7290.925 7493.6997 7412.115 7452.9463 7529.652 7551.1343 7530.611 7420.402 7510.6343 7476.7812 7493.6245 7519.158 7425.5796 7345.308 7389.0503 7508.076 7474.1436 7510.0 7345.31 7508.076171875 7543.4 7543.3994140625 StemGNN TiDE LSTM
59 2024-04-24 7489.824 7449.7627 7522.4307 7284.6025 7487.656 7426.2656 7472.049 7511.7827 7529.634 7526.3643 7421.7383 7485.4575 7485.087 7501.4614 7492.875 7420.0005 7350.445 7407.3813 7501.6187 7474.4214 7487.5 7350.44 7485.45751953125 7526.36 7522.4306640625 StemGNN DilatedRNN TCN LSTM
60 2024-04-25 7478.175 7459.268 7497.68 7280.8003 7470.319 7445.5015 7489.487 7493.36 7502.2085 7512.972 7428.151 7459.135 7481.8677 7483.9165 7478.5474 7422.1445 7354.9907 7425.6543 7481.111 7463.771 7487.5 7354.99 7459.134765625 7502.21 7497.68017578125 StemGNN DilatedRNN GRU LSTM
61 2024-04-26 7471.7905 7504.4097 7503.64 7250.9985 7463.4204 7473.467 7521.545 7488.0747 7509.4736 7511.2256 7437.1514 7478.4175 7488.639 7486.8276 7477.294 7424.8477 7357.933 7426.3447 7478.559 7483.4316 7502.5 7357.93 7477.2939453125 7511.23 7503.64013671875 StemGNN NLinear TCN LSTM
62 2024-04-28 7467.8945 7518.133 7521.8115 7174.1064 7470.82 7479.4893 7536.9326 7508.1694 7528.3906 7516.836 7455.743 7505.5894 7480.8833 7472.892 7496.7207 7427.1 7362.1377 7417.9033 7486.9385 7501.281 7527.5 7362.14 7486.9384765625 7528.39 7521.8115234375 StemGNN TiDE GRU LSTM
63 2024-04-29 7481.1025 7537.4067 7551.2607 7198.683 7484.3076 7493.617 7539.073 7535.1357 7561.359 7538.5674 7471.2583 7551.516 7456.966 7503.5913 7513.179 7435.481 7365.9897 7410.411 7503.5625 7523.1265 7537.5 7365.99 7503.5625 7551.52 7551.51611328125 StemGNN TiDE DilatedRNN
64 2024-04-30 7485.5576 7594.842 7557.28 7254.4175 7491.221 7476.6978 7528.6987 7545.3306 7567.3643 7559.401 7475.3867 7570.705 7438.036 7536.9814 7529.869 7442.824 7370.56 7405.342 7509.7266 7512.2437 7532.5 7370.56 7509.7265625 7570.71 7570.705078125 StemGNN TiDE DilatedRNN
65 2024-05-06 7483.9385 7574.701 7548.458 7325.2275 7489.1924 7448.354 7506.8403 7539.166 7557.914 7552.7583 7467.6 7562.0117 7421.79 7525.6177 7532.4536 7444.3916 7376.098 7394.2666 7509.6626 7408.6543 7502.5 7376.1 7509.66259765625 7562.01 7562.01171875 StemGNN TiDE DilatedRNN
66 2024-05-07 7454.256 7549.21 7509.903 7428.3076 7469.9204 7432.5 7468.808 7503.76 7514.606 7528.459 7455.187 7517.822 7393.6875 7501.2305 7494.9287 7449.213 7382.0747 7369.9253 7480.7466 7366.604 7475.0 7369.93 7480.74658203125 7528.46 7517.82177734375 MLPMultivariate TiDE TCN DilatedRNN
67 2024-05-08 7448.621 7504.078 7483.7812 7341.15 7449.908 7422.8223 7453.707 7472.9927 7488.1543 7506.2876 7444.9937 7489.6187 7390.3047 7460.8916 7477.186 7433.9673 7388.169 7356.528 7456.1313 7334.036 7512.5 7341.15 7456.13134765625 7506.29 7489.61865234375 iTransformer TiDE TCN DilatedRNN
68 2024-05-09 7489.4106 7492.549 7538.778 7228.581 7471.967 7432.3164 7488.344 7522.5 7548.681 7532.692 7450.953 7550.5137 7421.945 7462.06 7500.766 7464.863 7394.7876 7365.004 7478.9917 7376.0483 7505.0 7365.0 7478.99169921875 7548.68 7550.513671875 MLPMultivariate TiDE GRU DilatedRNN
69 2024-05-10 7502.581 7503.25 7515.706 7238.33 7480.192 7439.4644 7473.9966 7502.336 7519.204 7530.7915 7445.6587 7522.234 7430.0835 7469.067 7501.894 7461.8916 7402.072 7366.8926 7475.328 7327.727 7477.5 7327.73 7475.328125 7522.23 7522.23388671875 DeepNPTS TiDE DilatedRNN
70 2024-05-11 7477.011 7468.494 7487.6772 7269.3843 7466.02 7463.3545 7461.114 7477.537 7492.7163 7517.6313 7434.928 7478.0273 7432.4854 7469.024 7476.0327 7443.908 7409.2876 7377.3755 7464.2456 7457.5786 7475.0 7377.38 7464.24560546875 7492.72 7487.67724609375 MLPMultivariate TiDE GRU LSTM
71 2024-05-13 7485.155 7465.7734 7491.337 7315.731 7466.4478 7476.0625 7467.466 7489.508 7496.0464 7504.5596 7435.735 7466.043 7449.361 7487.1445 7477.5137 7445.098 7416.695 7406.576 7470.805 7469.8306 7485.0 7406.58 7466.04296875 7496.05 7491.3369140625 MLPMultivariate DilatedRNN GRU LSTM
72 2024-05-14 7477.142 7476.026 7503.6304 7392.3086 7473.355 7492.0977 7466.7036 7485.679 7508.4863 7498.1094 7457.671 7471.834 7481.7104 7489.5645 7496.2563 7459.572 7425.1943 7437.0503 7474.5933 7482.287 7507.5 7425.19 7471.833984375 7508.49 7503.63037109375 StemGNN DilatedRNN GRU LSTM
73 2024-05-15 7489.9146 7539.145 7530.8066 7430.454 7490.5195 7527.635 7486.065 7514.305 7538.248 7516.146 7484.4287 7502.173 7517.088 7500.9272 7501.9663 7472.1016 7430.1094 7472.3706 7495.538 7499.285 7510.0 7430.45 7495.5380859375 7538.25 7530.806640625 iTransformer TiDE GRU LSTM
74 2024-05-16 7488.493 7555.006 7527.53 7360.078 7500.7886 7538.662 7505.815 7517.804 7533.731 7533.269 7499.3022 7510.7705 7524.2197 7516.5176 7497.5884 7476.121 7433.6113 7352.6816 7509.439 7492.978 7525.0 7360.08 7497.58837890625 7538.66 7527.52978515625 iTransformer NLinear TSMixerx LSTM
75 2024-05-17 7496.755 7566.108 7548.3657 7326.433 7508.881 7531.2725 7524.7236 7533.786 7558.479 7556.2666 7511.1597 7535.6323 7506.212 7526.9165 7519.7017 7497.2275 7435.586 7309.129 7519.2583 7481.6733 7587.5 7326.43 7519.25830078125 7556.27 7548.36572265625 iTransformer TiDE TCN LSTM
76 2024-05-20 7554.6206 7644.915 7627.4375 7350.247 7547.0127 7528.244 7595.9116 7612.2827 7643.458 7596.8975 7537.8237 7612.6274 7530.4263 7539.7134 7591.8735 7521.204 7437.2095 7296.1094 7572.1187 7571.9077 7670.0 7350.25 7572.11865234375 7596.9 7627.4375 iTransformer TiDE TCN LSTM
77 2024-05-21 7646.4185 7693.653 7721.6753 7393.0356 7609.44 7543.7534 7674.385 7711.264 7740.307 7708.743 7555.533 7736.536 7598.7334 7600.9624 7672.606 7654.197 7439.662 7318.5547 7645.336 7664.216 7677.5 7393.04 7645.3359375 7736.54 7736.5361328125 iTransformer TiDE DilatedRNN
78 2024-05-22 7647.545 7700.3604 7702.609 7435.0103 7631.705 7537.14 7631.248 7700.743 7718.4004 7716.2666 7545.937 7739.6123 7593.625 7631.0547 7680.195 7632.132 7443.422 7351.654 7659.1025 7656.574 7677.5 7435.01 7659.1025390625 7718.4 7739.6123046875 iTransformer TiDE GRU DilatedRNN
79 2024-05-23 7626.5903 7682.931 7701.2285 7485.9966 7631.622 7534.767 7612.349 7702.057 7719.236 7711.3345 7537.8267 7734.6455 7576.5547 7652.615 7672.345 7630.37 7449.0225 7363.7964 7655.299 7639.0146 7645.0 7449.02 7655.298828125 7719.24 7734.6455078125 StemGNN TiDE GRU DilatedRNN
80 2024-05-24 7591.568 7687.2666 7647.2183 7466.981 7604.7427 7520.9497 7581.749 7648.477 7659.8467 7665.4873 7530.349 7681.5874 7545.765 7650.8174 7641.2686 7555.508 7455.5513 7342.2734 7618.7144 7587.3604 7630.0 7455.55 7618.71435546875 7681.59 7681.58740234375 StemGNN TiDE DilatedRNN
81 2024-05-27 7587.075 7608.3374 7637.647 7450.7256 7586.274 7503.4014 7584.0605 7621.7793 7653.8467 7607.2466 7528.533 7654.2456 7532.0703 7610.577 7622.6694 7533.82 7463.4204 7326.06 7605.986 7588.4307 7650.0 7450.73 7605.98583984375 7653.85 7654.24560546875 iTransformer TiDE GRU DilatedRNN
82 2024-05-28 7607.5493 7589.482 7669.128 7484.61 7597.7314 7514.8257 7601.7134 7664.2217 7686.8223 7632.268 7530.029 7686.7183 7537.2686 7603.0356 7629.1943 7550.9917 7471.712 7363.7646 7623.4575 7633.98 7690.0 7471.71 7623.45751953125 7633.98 7686.71826171875 StemGNN TiDE DeepNPTS DilatedRNN
83 2024-05-29 7652.842 7571.2974 7717.472 7556.937 7630.2485 7549.1206 7631.497 7713.2817 7739.4175 7692.042 7547.555 7739.1597 7571.9487 7633.924 7662.708 7577.1274 7480.363 7443.6787 7655.7676 7631.6226 7690.0 7480.36 7655.767578125 7739.16 7739.15966796875 StemGNN TiDE DilatedRNN
84 2024-05-30 7649.0913 7577.617 7704.105 7550.921 7640.843 7541.2734 7618.8047 7709.13 7722.6406 7686.0776 7566.9937 7726.245 7577.3994 7647.871 7675.334 7588.5674 7488.693 7495.9536 7666.947 7588.9775 7716.6665 7495.95 7666.94677734375 7722.64 7726.2451171875 MLPMultivariate TiDE GRU DilatedRNN
85 2024-05-31 7659.8047 7578.856 7740.4565 7601.547 7658.1284 7553.724 7626.846 7747.837 7766.9097 7734.275 7586.038 7743.599 7606.8315 7679.937 7715.32 7637.168 7496.292 7552.72 7694.434 7669.356 7740.0 7552.72 7694.43408203125 7747.84 7747.8369140625 MLPMultivariate TiDE RNN
86 2024-06-03 7680.568 7584.224 7758.7427 7692.7866 7682.1675 7563.7793 7631.1216 7765.3013 7782.3394 7752.1914 7594.942 7765.0137 7648.7344 7689.5923 7745.416 7666.559 7503.3374 7588.7646 7712.732 7713.1265 7720.0 7563.78 7712.73193359375 7765.3 7765.30126953125 TSMixerx TiDE RNN
87 2024-06-04 7665.7593 7576.4067 7723.4004 7680.3076 7679.0776 7575.0923 7632.3086 7726.452 7745.141 7722.12 7593.8306 7724.313 7634.5703 7670.8857 7705.0 7633.6714 7509.0845 7561.4424 7702.167 7686.505 7650.0 7561.44 7702.1669921875 7726.45 7726.4521484375 MLPMultivariate TiDE RNN
88 2024-06-05 7606.9214 7540.2925 7633.456 7610.8477 7632.483 7578.704 7615.235 7639.765 7644.8926 7622.3613 7580.726 7631.1973 7599.78 7656.6353 7623.309 7586.5234 7512.7295 7487.383 7640.2627 7578.6704 7620.0 7512.73 7623.30908203125 7644.89 7640.2626953125 StemGNN NLinear GRU TiDE
89 2024-06-06 7619.697 7540.455 7618.227 7535.6606 7596.6255 7595.597 7616.2593 7613.327 7634.5376 7580.0376 7567.816 7615.2163 7595.8403 7629.2686 7600.6445 7572.0703 7515.4717 7439.331 7594.365 7568.7104 7600.0 7515.47 7594.365234375 7629.27 7618.22705078125 StemGNN TiDE DLinear LSTM
90 2024-06-07 7615.7144 7550.1367 7598.8267 7495.0903 7580.493 7593.8066 7616.271 7589.4897 7612.0537 7554.4556 7556.418 7595.4233 7595.099 7577.707 7587.538 7557.716 7518.2676 7422.0835 7579.2017 7530.5747 7606.6665 7495.09 7579.20166015625 7615.71 7598.82666015625 iTransformer TiDE NHITS LSTM
91 2024-06-11 7601.7393 7545.362 7617.5547 7483.6284 7583.137 7602.9844 7622.9746 7603.0713 7634.4663 7571.4756 7561.7046 7607.516 7596.829 7576.374 7597.9785 7564.5103 7521.2344 7447.741 7590.2354 7535.683 7620.0 7483.63 7590.2353515625 7622.97 7617.5546875 iTransformer TiDE PatchTST LSTM
92 2024-06-12 7595.893 7569.686 7634.825 7476.937 7595.1797 7606.7744 7623.2876 7632.715 7651.707 7610.309 7578.8467 7632.3936 7571.395 7606.6377 7609.63 7574.784 7524.156 7455.8794 7602.3247 7569.6353 7673.3335 7476.94 7602.32470703125 7610.31 7634.8251953125 iTransformer TiDE TCN LSTM
93 2024-06-13 7641.0054 7622.334 7708.4976 7521.5537 7629.663 7648.571 7672.0015 7705.2563 7730.6177 7749.362 7613.5806 7719.2944 7605.247 7661.149 7673.968 7611.9146 7528.735 7519.3076 7645.362 7563.0444 7690.0 7521.55 7645.36181640625 7730.62 7719.29443359375 iTransformer TiDE GRU DilatedRNN
94 2024-06-14 7656.4604 7645.1094 7711.3477 7577.171 7651.129 7647.5073 7683.6143 7716.139 7731.039 7786.8384 7640.575 7734.5605 7636.69 7681.255 7693.3716 7630.439 7533.103 7553.3237 7664.428 7573.605 7690.0 7553.32 7664.42822265625 7734.56 7734.560546875 MLPMultivariate TiDE DilatedRNN
95 2024-06-17 7668.9653 7660.645 7707.5757 7561.2534 7660.0894 7645.731 7690.6865 7707.571 7728.6196 7790.4375 7658.044 7732.9146 7636.438 7670.126 7692.1426 7629.0654 7537.5327 7588.3086 7677.838 7647.8813 7656.6665 7561.25 7677.837890625 7732.91 7732.91455078125 iTransformer TiDE DilatedRNN
96 2024-06-18 7648.6875 7647.4365 7657.303 7511.8354 7644.7163 7630.988 7660.458 7661.8315 7671.583 7709.0063 7646.4146 7688.9844 7600.827 7643.5264 7658.194 7608.704 7541.7393 7553.1914 7656.772 7650.669 7656.6665 7541.74 7656.77197265625 7688.98 7688.984375 StemGNN TiDE DilatedRNN
97 2024-06-19 7717.4487 7666.0024 7670.3296 7520.2344 7635.9565 7617.9893 7659.579 7660.733 7689.137 7667.132 7633.783 7690.1924 7602.7783 7635.724 7655.593 7608.1714 7544.915 7544.783 7635.3354 7654.2876 7670.0 7544.78 7635.33544921875 7690.19 7690.1923828125 MLPMultivariate TiDE DilatedRNN
98 2024-06-20 7741.04 7693.877 7686.966 7567.3926 7640.5005 7624.0913 7651.692 7683.71 7704.508 7695.405 7628.743 7714.591 7644.2944 7644.7495 7667.424 7626.4893 7548.3423 7561.6304 7630.8296 7666.158 7680.0 7561.63 7630.82958984375 7714.59 7714.5908203125 MLPMultivariate TiDE DilatedRNN
99 2024-06-21 7702.761 7688.1494 7697.3213 7612.8706 7652.19 7642.974 7654.4443 7693.222 7716.3687 7728.078 7628.3276 7724.7705 7677.8145 7669.136 7678.6035 7633.8896 7552.642 7573.852 7647.565 7666.9546 7680.0 7573.85 7647.56494140625 7724.77 7724.7705078125 MLPMultivariate TiDE DilatedRNN
100 2024-06-24 7666.507 7682.791 7694.0444 7581.3384 7661.3315 7643.7505 7644.6665 7699.1064 7712.4053 7720.885 7621.985 7715.659 7654.242 7680.4575 7685.1406 7635.349 7558.0073 7572.0703 7665.651 7669.4536 7680.0 7572.07 7665.65087890625 7715.66 7715.6591796875 MLPMultivariate TiDE DilatedRNN
101 2024-06-25 7635.0615 7702.766 7694.1514 7551.084 7662.6323 7668.9717 7639.3916 7697.0967 7713.051 7727.822 7635.73 7696.702 7642.5996 7695.541 7681.619 7638.457 7563.5337 7590.3696 7676.107 7670.294 7693.3335 7563.53 7676.10693359375 7713.05 7697.0966796875 StemGNN TiDE GRU RNN
102 2024-06-26 7649.637 7721.7197 7711.3506 7582.14 7666.932 7678.079 7645.996 7712.1377 7733.1294 7739.6733 7653.955 7713.8994 7646.944 7715.362 7695.6245 7646.0503 7568.721 7606.0415 7690.872 7683.9834 7716.6665 7582.14 7690.8720703125 7733.13 7713.8994140625 iTransformer TiDE GRU DilatedRNN
103 2024-06-27 7668.781 7726.75 7736.5986 7605.333 7678.265 7679.7017 7667.019 7739.203 7761.4956 7762.527 7676.667 7745.1177 7650.4077 7704.752 7709.2344 7649.617 7573.2476 7663.1025 7698.531 7634.0728 7723.3335 7605.33 7698.53076171875 7761.5 7745.11767578125 iTransformer TiDE GRU DilatedRNN
104 2024-06-28 7678.5503 7779.757 7736.7666 7635.7134 7686.452 7652.3403 7673.518 7741.302 7761.033 7772.073 7686.6113 7750.6206 7643.9385 7685.8247 7713.2505 7644.2285 7577.5815 7691.802 7703.728 7613.6733 7730.0 7613.67 7703.72802734375 7772.07 7750.62060546875 DeepNPTS TiDE TCN DilatedRNN
105 2024-07-01 7707.7183 7821.054 7743.386 7658.268 7693.7065 7649.9766 7708.0127 7749.8867 7768.6255 7769.013 7691.7144 7759.0566 7661.7173 7689.947 7721.156 7645.999 7582.3203 7717.933 7715.566 7626.284 7763.3335 7626.28 7715.56591796875 7769.01 7759.056640625 DeepNPTS TiDE TCN DilatedRNN
106 2024-07-02 7744.917 7840.945 7783.1 7679.3994 7717.6436 7653.1284 7735.708 7787.055 7806.216 7806.7393 7684.8047 7796.633 7692.6626 7722.7607 7756.991 7667.11 7588.7544 7762.754 7744.1157 7687.6206 7780.0 7653.13 7744.11572265625 7806.74 7796.6328125 TSMixerx TiDE TCN DilatedRNN
107 2024-07-03 7756.8447 7833.0347 7791.33 7692.303 7731.192 7658.636 7735.062 7794.673 7812.861 7828.051 7669.74 7808.225 7703.547 7736.587 7780.4624 7680.1426 7596.911 7800.416 7746.292 7766.5444 7800.0 7658.64 7746.2919921875 7828.05 7808.22509765625 TSMixerx TiDE TCN DilatedRNN
108 2024-07-04 7777.5674 7802.463 7810.804 7710.334 7750.339 7672.556 7765.826 7815.3413 7833.788 7856.353 7662.8096 7828.118 7724.6187 7755.444 7794.13 7694.624 7603.579 7779.0396 7766.8696 7784.5366 7800.0 7662.81 7766.86962890625 7833.79 7828.1181640625 BiTCN TiDE GRU DilatedRNN
109 2024-07-05 7774.443 7815.158 7802.195 7730.679 7760.772 7699.2754 7772.52 7811.5737 7823.363 7849.0454 7671.6973 7830.588 7724.645 7770.861 7787.985 7692.8857 7610.9624 7843.216 7780.922 7741.5913 7766.6665 7671.7 7780.921875 7843.22 7830.587890625 BiTCN TiDE MLPMultivariate DilatedRNN
110 2024-07-08 7741.652 7795.0947 7758.8247 7705.325 7739.575 7708.672 7729.864 7765.0273 7781.328 7792.201 7676.9727 7784.113 7681.377 7766.846 7757.0146 7683.5537 7620.041 7824.98 7761.157 7705.362 7746.6665 7676.97 7757.0146484375 7795.09 7784.11279296875 BiTCN NLinear Informer DilatedRNN
111 2024-07-09 7722.379 7773.332 7745.256 7703.8765 7714.4985 7696.204 7714.165 7753.769 7769.6807 7768.346 7679.442 7764.165 7656.3105 7739.1113 7735.5195 7682.5645 7629.5483 7730.0054 7737.0923 7674.545 7720.0 7656.31 7735.51953125 7769.68 7764.1650390625 MLP NLinear GRU DilatedRNN
112 2024-07-10 7681.028 7717.214 7716.771 7678.915 7691.8003 7673.8325 7694.226 7723.2095 7737.119 7743.3765 7668.6836 7735.7046 7622.0293 7709.8916 7703.371 7681.628 7638.6084 7685.624 7705.2163 7572.698 7693.3335 7622.03 7703.37109375 7737.12 7735.70458984375 MLP NLinear GRU DilatedRNN
113 2024-07-11 7658.803 7691.899 7693.4927 7628.336 7667.141 7692.159 7681.347 7691.846 7710.5137 7719.479 7664.594 7703.5093 7614.391 7682.582 7677.6763 7669.17 7646.273 7670.814 7672.55 7596.5063 7686.6665 7614.39 7672.5498046875 7710.51 7703.50927734375 MLP TiDE GRU DilatedRNN
114 2024-07-12 7676.212 7648.007 7695.028 7632.622 7659.2656 7675.7134 7674.6196 7698.6304 7713.1284 7720.5 7665.8413 7702.9937 7618.092 7679.028 7672.112 7670.9697 7654.107 7660.484 7659.426 7646.4487 7680.0 7632.62 7659.42578125 7713.13 7702.99365234375 iTransformer TiDE GRU DilatedRNN
115 2024-07-15 7678.672 7635.1934 7688.594 7673.1636 7661.822 7659.833 7658.5225 7688.3613 7705.9653 7715.205 7663.1875 7697.0034 7632.9126 7676.2285 7670.711 7666.7173 7661.3223 7665.7705 7658.569 7673.7856 7680.0 7635.19 7658.56884765625 7705.97 7697.00341796875 Informer TiDE GRU DilatedRNN
116 2024-07-16 7651.1963 7671.8643 7692.7793 7689.266 7668.141 7660.758 7659.064 7692.6074 7711.3687 7719.3364 7655.1997 7696.3184 7641.5664 7667.5435 7679.9424 7684.551 7665.083 7669.101 7668.982 7684.137 7666.6665 7651.2 7668.98193359375 7711.37 7696.318359375 NHITS TiDE GRU DilatedRNN
117 2024-07-17 7641.057 7668.16 7673.4707 7659.7456 7664.6436 7654.2183 7660.926 7676.708 7690.0596 7700.99 7651.0034 7671.7466 7644.4805 7651.2144 7662.9976 7678.6094 7664.9775 7672.349 7664.7246 7691.682 7660.0 7644.48 7662.99755859375 7691.68 7676.7080078125 MLP NLinear DeepNPTS RNN
118 2024-07-18 7664.9663 7658.162 7670.0312 7637.7866 7660.393 7658.6377 7659.826 7666.5015 7687.943 7698.4805 7644.2812 7672.947 7654.7686 7652.1245 7661.8545 7665.935 7664.4287 7680.0693 7657.525 7684.0337 7656.6665 7644.28 7657.52490234375 7687.94 7672.94677734375 BiTCN TiDE GRU DilatedRNN
119 2024-07-19 7665.551 7670.8184 7667.205 7635.584 7660.325 7668.8765 7658.371 7665.8726 7684.399 7695.584 7643.105 7674.286 7663.725 7643.517 7663.8926 7656.084 7663.769 7700.3984 7657.9575 7680.189 7656.6665 7643.1 7657.95751953125 7695.58 7674.2861328125 BiTCN TiDE TCN DilatedRNN
120 2024-07-22 7654.73 7659.601 7668.9697 7621.6406 7661.3525 7680.211 7656.679 7664.0444 7686.7466 7703.269 7644.0737 7678.368 7673.4263 7659.1533 7658.6733 7652.0737 7664.192 7711.589 7657.0005 7666.682 7640.0 7666.68 7657.00048828125 7703.27 7678.3681640625 DeepNPTS TiDE TCN DilatedRNN
121 2024-07-23 7627.1523 7658.6284 7644.8213 7588.283 7648.253 7672.1426 7633.9795 7642.582 7660.825 7681.314 7644.153 7657.6543 7654.553 7659.5024 7642.755 7629.606 7664.6 7699.003 7638.695 7648.3765 7623.3335 7648.38 7638.69482421875 7681.31 7657.654296875 DeepNPTS TiDE TCN DilatedRNN
122 2024-07-24 7615.709 7655.3555 7628.3022 7592.2227 7632.9834 7642.4775 7617.965 7623.56 7644.383 7647.4067 7638.715 7634.554 7637.802 7656.283 7626.516 7606.3687 7663.527 7680.975 7623.4233 7643.556 7623.3335 7606.37 7623.42333984375 7663.53 7634.55419921875 TFT TiDE StemGNN DilatedRNN
123 2024-07-25 7626.8325 7642.017 7633.9727 7613.0454 7627.47 7633.412 7616.6157 7627.667 7651.0903 7641.8286 7629.514 7638.695 7636.3535 7667.2534 7627.4736 7601.07 7661.254 7681.911 7620.475 7654.3047 7616.6665 7613.05 7620.47509765625 7667.25 7638.69482421875 iTransformer TiDE DLinear DilatedRNN
124 2024-07-26 7632.3335 7621.389 7624.5327 7645.1714 7622.8755 7627.1255 7601.437 7616.045 7639.7183 7631.0366 7618.541 7630.3594 7640.373 7653.941 7615.7593 7592.512 7658.7373 7678.8228 7610.201 7671.363 7606.6665 7601.44 7610.201171875 7671.36 7630.359375 PatchTST TiDE DeepNPTS DilatedRNN
125 2024-07-29 7639.817 7612.397 7614.2046 7662.6333 7615.0605 7627.332 7595.5796 7606.813 7629.5977 7619.9873 7608.5356 7623.0024 7640.0957 7621.7676 7607.5703 7582.705 7655.2964 7666.2646 7606.5913 7680.2124 7593.3335 7612.4 7606.59130859375 7666.26 7623.00244140625 Informer TiDE MLPMultivariate DilatedRNN
126 2024-07-30 7622.5933 7600.343 7599.369 7641.5083 7603.544 7616.735 7589.474 7594.733 7613.7637 7596.824 7595.4326 7602.523 7632.3496 7602.386 7598.679 7575.2354 7651.0396 7639.919 7595.3047 7623.996 7593.3335 7589.47 7594.73291015625 7641.51 7602.52294921875 PatchTST RNN iTransformer DilatedRNN
127 2024-07-31 7600.5137 7608.838 7604.4766 7579.5146 7596.772 7610.0127 7590.8696 7595.068 7620.02 7591.898 7582.3994 7602.827 7610.2764 7587.5996 7602.196 7574.5547 7647.164 7610.417 7593.199 7617.0186 7583.3335 7579.51 7593.19921875 7620.02 7604.4765625 iTransformer TiDE GRU LSTM
128 2024-08-01 7584.491 7591.163 7590.4097 7528.964 7586.1 7592.4385 7577.192 7583.059 7603.933 7577.833 7568.3164 7587.833 7585.2256 7581.496 7587.4717 7558.9497 7644.519 7583.2446 7579.941 7590.2993 7620.0 7558.95 7579.94091796875 7644.52 7590.40966796875 TFT TiDE StemGNN LSTM
129 2024-08-02 7616.686 7597.3223 7646.7744 7566.598 7608.6694 7612.445 7609.7285 7635.0947 7667.1523 7621.61 7575.381 7644.4077 7594.1055 7601.339 7624.826 7610.858 7644.519 7601.448 7605.9966 7619.8916 7623.3335 7575.38 7605.99658203125 7646.77 7646.7744140625 BiTCN TiDE LSTM
130 2024-08-05 7623.7627 7589.9575 7636.6133 7586.836 7623.189 7622.1753 7610.896 7632.091 7651.12 7634.569 7591.59 7646.9155 7600.737 7606.681 7626.2812 7616.1694 7645.467 7618.9155 7617.3364 7621.257 7610.0 7589.96 7617.33642578125 7646.92 7646.91552734375 Informer TiDE DilatedRNN
131 2024-08-06 7603.1816 7595.4126 7619.838 7605.9287 7619.7603 7611.853 7608.621 7609.997 7635.3276 7619.085 7602.162 7622.4756 7608.05 7622.342 7609.318 7605.9697 7645.6055 7639.8794 7622.1143 7612.494 7596.6665 7612.49 7609.31787109375 7639.88 7622.4755859375 DeepNPTS NLinear MLPMultivariate DilatedRNN
132 2024-08-07 7592.1763 7592.882 7604.5503 7626.968 7607.001 7596.989 7595.7314 7603.804 7618.5483 7598.3823 7603.147 7605.9805 7599.848 7619.703 7598.383 7599.847 7644.638 7643.8364 7607.1978 7614.267 7586.6665 7598.38 7598.3828125 7643.84 7607.19775390625 TCN NLinear MLPMultivariate TiDE
133 2024-08-08 7586.1543 7584.4385 7594.6 7599.368 7593.31 7582.252 7584.5654 7583.1978 7608.705 7574.1445 7597.163 7590.6973 7575.036 7598.8667 7586.7817 7593.286 7641.5493 7614.1875 7591.3506 7610.715 7583.3335 7575.04 7583.19775390625 7614.19 7594.60009765625 MLP RNN MLPMultivariate LSTM
134 2024-08-09 7576.485 7582.335 7593.273 7585.825 7584.1606 7586.2075 7583.898 7582.833 7607.375 7572.595 7593.067 7593.8784 7574.7607 7583.666 7577.901 7587.4883 7638.005 7594.3633 7581.234 7617.9976 7583.3335 7574.76 7577.90087890625 7618.0 7593.87841796875 MLP NLinear DeepNPTS DilatedRNN
135 2024-08-12 7575.626 7573.1284 7594.5645 7563.653 7581.976 7582.934 7581.995 7586.456 7608.736 7575.6455 7589.7466 7596.4355 7572.6567 7578.667 7573.8115 7582.9087 7634.5464 7587.757 7580.688 7589.651 7586.6665 7572.66 7573.8115234375 7608.74 7596.435546875 MLP NLinear GRU DilatedRNN
136 2024-08-13 7576.8545 7573.6294 7599.734 7549.209 7581.6675 7588.3296 7586.276 7590.1167 7614.351 7589.074 7587.6333 7605.076 7577.5 7586.067 7579.822 7587.4487 7632.0903 7588.251 7584.79 7591.041 7593.3335 7573.63 7579.82177734375 7614.35 7605.076171875 Informer NLinear GRU DilatedRNN
137 2024-08-14 7588.2583 7580.5776 7608.1997 7543.8965 7583.3633 7587.6274 7592.547 7600.562 7623.206 7583.5537 7584.056 7605.887 7590.909 7583.552 7593.6997 7596.7246 7629.9487 7583.4946 7588.2476 7596.7407 7590.0 7580.58 7588.24755859375 7623.21 7608.19970703125 Informer TiDE GRU LSTM
138 2024-08-15 7593.0757 7579.656 7601.4634 7529.6504 7582.257 7589.2915 7589.511 7593.4614 7615.524 7575.569 7576.2905 7597.073 7586.902 7572.7607 7588.461 7596.389 7627.371 7567.4614 7583.957 7608.2563 7583.3335 7567.46 7583.95703125 7615.52 7601.46337890625 MLPMultivariate TiDE GRU LSTM
139 2024-08-16 7586.149 7569.996 7593.929 7514.975 7578.3286 7583.971 7580.966 7585.7134 7608.005 7570.6206 7570.109 7592.928 7577.513 7570.173 7584.0444 7591.0464 7624.346 7556.504 7577.98 7601.3867 7583.3335 7556.5 7577.97998046875 7608.0 7593.92919921875 MLPMultivariate TiDE GRU LSTM
140 2024-08-19 7594.745 7567.1577 7595.875 7563.9316 7579.266 7591.448 7583.5347 7587.4736 7610.099 7572.2188 7566.629 7595.985 7578.809 7562.983 7580.1973 7587.079 7621.3794 7557.738 7578.1226 7597.965 7570.0 7562.98 7578.12255859375 7610.1 7595.98486328125 DLinear TiDE GRU DilatedRNN
141 2024-08-20 7579.69 7549.5083 7577.414 7576.1245 7570.128 7587.277 7570.395 7568.66 7589.487 7566.7505 7561.175 7580.983 7573.9497 7559.215 7563.7017 7578.237 7617.923 7548.4937 7565.124 7585.643 7570.0 7549.51 7563.70166015625 7589.49 7580.98291015625 Informer NLinear GRU DilatedRNN
142 2024-08-21 7584.279 7549.3906 7582.753 7575.3657 7568.2466 7584.27 7579.214 7573.007 7596.82 7568.5615 7558.4805 7580.1904 7579.2163 7555.7676 7567.6963 7568.8945 7614.2964 7552.8857 7568.7334 7573.092 7570.0 7552.89 7567.6962890625 7596.82 7582.7529296875 MLPMultivariate NLinear GRU LSTM
143 2024-08-22 7583.703 7563.716 7581.84 7578.4624 7570.4243 7585.1714 7579.5317 7573.964 7594.553 7566.8755 7555.7344 7579.7183 7581.85 7557.408 7570.857 7564.0654 7610.427 7557.8296 7571.748 7572.579 7590.0 7557.41 7570.85693359375 7594.55 7581.83984375 DLinear NLinear GRU LSTM
144 2024-08-23 7591.693 7580.9365 7610.2744 7577.62 7583.9946 7586.8555 7595.802 7597.002 7626.1646 7585.059 7560.513 7605.648 7586.4727 7580.0605 7588.2275 7581.87 7607.3535 7568.1787 7586.9067 7578.2905 7583.3335 7568.18 7586.90673828125 7610.27 7610.2744140625 MLPMultivariate TiDE LSTM
145 2024-08-26 7581.909 7582.105 7593.3726 7569.9956 7584.2666 7593.485 7585.0723 7587.2676 7605.7754 7577.062 7566.9434 7596.7886 7579.494 7588.081 7584.404 7576.37 7604.0767 7567.0103 7583.003 7593.894 7583.3335 7567.01 7583.0029296875 7604.08 7596.78857421875 MLPMultivariate TiDE StemGNN DilatedRNN
146 2024-08-27 7578.7656 7577.596 7597.7173 7573.3887 7582.924 7599.5063 7582.8545 7587.592 7612.76 7580.639 7569.9253 7599.4966 7577.809 7596.2344 7580.952 7580.5815 7600.829 7588.529 7585.4907 7591.1187 7610.0 7573.39 7580.9521484375 7612.76 7599.49658203125 iTransformer NLinear GRU DilatedRNN
147 2024-08-28 7603.342 7568.98 7633.484 7591.465 7600.264 7612.3555 7604.1216 7624.7705 7650.6084 7607.261 7590.2188 7637.933 7594.213 7602.397 7610.396 7616.196 7598.767 7614.4526 7603.798 7596.2153 7610.0 7590.22 7603.7978515625 7637.93 7637.93310546875 BiTCN TiDE DilatedRNN
148 2024-08-29 7602.6074 7574.9067 7623.2393 7595.7383 7606.5493 7612.5015 7598.9165 7611.2666 7637.062 7603.4346 7608.5684 7629.7183 7598.3555 7592.6533 7610.023 7615.4697 7597.31 7606.991 7610.1113 7601.6855 7613.3335 7592.65 7610.02294921875 7629.72 7629.71826171875 DLinear NLinear DilatedRNN
149 2024-08-30 7608.995 7602.0854 7629.694 7595.228 7609.8755 7619.1577 7606.8027 7620.1675 7646.3447 7613.6514 7626.8945 7634.2417 7602.903 7605.196 7607.3687 7615.4277 7596.5977 7613.776 7616.263 7596.193 7606.6665 7596.19 7607.36865234375 7634.24 7634.24169921875 DeepNPTS NLinear DilatedRNN
150 2024-09-02 7604.801 7611.225 7617.1904 7590.7305 7606.878 7617.5435 7599.1646 7613.6436 7630.948 7601.7773 7633.9375 7625.1235 7604.0625 7602.784 7610.2915 7605.2173 7595.7163 7615.2495 7603.5312 7588.053 7583.3335 7588.05 7603.53125 7630.95 7625.12353515625 DeepNPTS TiDE GRU DilatedRNN
151 2024-09-03 7584.1245 7599.737 7587.322 7583.9824 7587.1987 7593.444 7574.9097 7577.949 7600.2627 7575.7505 7621.904 7590.6353 7589.952 7583.71 7584.714 7571.9067 7594.2563 7601.5454 7578.65 7585.8413 7562.5 7575.75 7577.94921875 7601.55 7590.63525390625 TCN RNN MLPMultivariate DilatedRNN
152 2024-09-04 7567.824 7576.505 7567.188 7571.672 7567.2915 7574.6377 7562.3315 7562.509 7579.0073 7547.7134 7604.775 7562.5796 7574.178 7572.5264 7565.2627 7556.4746 7591.959 7588.907 7560.808 7582.3877 7535.0 7547.71 7560.80810546875 7591.96 7567.18798828125 TCN TiDE StemGNN LSTM
153 2024-09-05 7545.363 7552.697 7536.8066 7572.7725 7543.651 7554.3413 7543.546 7530.691 7545.039 7525.549 7580.798 7526.2183 7551.9023 7551.9854 7529.328 7540.594 7588.3 7577.3257 7536.119 7562.6685 7475.0 7525.55 7526.21826171875 7580.8 7536.806640625 TCN DilatedRNN BiTCN LSTM
154 2024-09-06 7489.133 7530.058 7468.7744 7567.3276 7490.5117 7523.7383 7484.9873 7463.2505 7472.635 7487.3975 7541.511 7450.5845 7511.958 7517.2163 7469.2705 7511.4395 7581.111 7568.395 7483.826 7535.0005 7442.5 7487.4 7450.58447265625 7568.4 7483.826171875 TCN DilatedRNN MLPMultivariate TiDE
155 2024-09-09 7477.117 7518.369 7445.954 7539.0093 7447.318 7499.805 7457.0615 7440.9644 7453.2925 7463.8975 7499.5024 7414.8423 7488.5547 7477.18 7432.6396 7497.9277 7572.1675 7548.2925 7447.319 7475.0 7422.5 7453.29 7414.84228515625 7548.29 7447.31884765625 GRU DilatedRNN MLPMultivariate TiDE
156 2024-09-10 7456.845 7501.7964 7427.159 7514.639 7422.6504 7479.6123 7434.149 7419.5635 7435.077 7450.9585 7466.836 7396.4497 7459.599 7444.4565 7420.318 7478.975 7562.575 7523.6143 7425.641 7442.5005 7412.5 7435.08 7396.44970703125 7523.61 7427.1591796875 GRU DilatedRNN MLPMultivariate LSTM
157 2024-09-11 7431.6255 7488.6543 7421.852 7484.7666 7405.9243 7468.9414 7418.0254 7409.3555 7431.287 7444.1343 7435.703 7386.4614 7435.07 7418.6245 7414.427 7467.43 7553.097 7497.191 7418.086 7422.5044 7387.5 7422.5 7386.46142578125 7497.19 7421.85205078125 DeepNPTS DilatedRNN MLPMultivariate LSTM
158 2024-09-12 7398.9155 7473.7407 7392.9155 7436.311 7384.2783 7455.464 7387.8115 7391.3066 7405.7793 7437.6245 7402.3047 7358.9487 7406.2876 7400.438 7386.0737 7451.5513 7542.6953 7450.6377 7395.831 7412.513 7380.0 7398.92 7358.94873046875 7473.74 7395.8310546875 NHITS DilatedRNN Informer TiDE
159 2024-09-13 7387.8896 7452.976 7392.8135 7394.6235 7370.539 7445.6494 7375.9326 7386.789 7406.796 7437.685 7380.101 7357.8223 7390.089 7401.1216 7384.2554 7432.3403 7532.57 7427.6304 7384.5337 7387.5723 7395.0 7370.54 7357.822265625 7452.98 7392.8134765625 TSMixer DilatedRNN Informer LSTM
160 2024-09-14 7398.7993 7448.375 7415.441 7368.936 7381.9165 7434.689 7389.771 7404.154 7424.274 7446.083 7377.001 7380.415 7384.063 7403.6597 7403.405 7426.286 7523.938 7425.343 7393.144 7381.0493 7375.0 7381.05 7380.4150390625 7448.38 7415.44091796875 DeepNPTS DilatedRNN Informer LSTM
161 2024-09-18 7373.2915 7433.293 7386.2817 7329.249 7376.5225 7412.147 7366.5063 7377.1455 7398.323 7444.707 7372.704 7360.6016 7359.803 7382.268 7384.2603 7407.7793 7514.7397 7414.364 7382.1943 7396.3286 7342.5 7396.33 7360.6015625 7444.71 7386.28173828125 DeepNPTS DilatedRNN TCN LSTM
162 2024-09-19 7345.1226 7423.377 7354.425 7277.346 7354.167 7386.274 7350.001 7351.2896 7372.9067 7441.945 7368.4575 7339.5356 7347.8315 7371.1387 7345.6553 7383.404 7504.317 7387.8447 7357.266 7375.537 7325.0 7372.91 7339.53564453125 7441.94 7357.26611328125 GRU DilatedRNN TCN TiDE
163 2024-09-20 7342.113 7401.0933 7341.356 7221.5303 7336.6265 7372.346 7341.57 7339.754 7361.2983 7437.128 7368.0703 7329.549 7347.6865 7356.94 7335.7065 7368.562 7493.4355 7352.697 7337.793 7355.5635 7340.0 7329.55 7329.548828125 7437.13 7341.35595703125 DilatedRNN TCN LSTM
164 2024-09-23 7367.46 7401.626 7362.1274 7193.2334 7341.6265 7375.1855 7357.7134 7350.4214 7378.3364 7442.19 7372.963 7345.4175 7355.9424 7358.6597 7345.7485 7383.8457 7484.0073 7328.736 7335.9927 7350.6733 7310.0 7350.67 7335.99267578125 7442.19 7362.12744140625 DeepNPTS TiDE TCN LSTM
165 2024-09-24 7347.1147 7369.085 7327.081 7184.458 7324.368 7358.9688 7324.648 7320.32 7345.2017 7433.4097 7367.0254 7315.198 7335.1436 7339.2905 7318.8 7372.5312 7473.4976 7302.719 7309.4385 7311.446 7280.0 7311.45 7309.4384765625 7433.41 7327.0810546875 DeepNPTS TiDE TCN LSTM
166 2024-09-25 7337.6753 7343.423 7309.8496 7403.0806 7300.5327 7338.3438 7316.542 7302.593 7327.499 7421.257 7354.324 7295.57 7333.5522 7317.722 7283.226 7342.6353 7462.004 7437.9873 7292.3384 7281.339 7315.0 7283.23 7283.22607421875 7437.99 7309.849609375 NLinear MLPMultivariate LSTM
167 2024-09-26 7386.443 7341.6113 7345.3594 7435.3716 7318.423 7346.224 7348.728 7340.578 7362.8027 7431.1987 7356.005 7324.47 7353.4634 7337.6455 7320.6494 7354.5977 7452.84 7508.9277 7315.2466 7315.343 7310.0 7315.34 7315.24658203125 7452.84 7345.359375 DeepNPTS TiDE StemGNN LSTM
168 2024-09-27 7381.1523 7328.455 7332.751 7406.745 7317.0933 7346.1177 7331.7285 7320.922 7349.4653 7429.059 7351.805 7309.778 7334.6396 7314.3115 7316.954 7352.3813 7443.8965 7528.813 7306.6455 7311.1567 7310.0 7309.78 7306.6455078125 7443.9 7332.7509765625 DilatedRNN TiDE StemGNN LSTM
169 2024-09-29 7384.148 7327.3203 7337.9263 7345.993 7317.254 7344.337 7338.8794 7327.857 7355.927 7435.8457 7345.1724 7314.2725 7328.3086 7307.465 7313.571 7350.188 7434.77 7530.1475 7314.674 7313.312 7365.0 7313.31 7313.57080078125 7435.85 7337.92626953125 DeepNPTS NLinear TCN LSTM
170 2024-09-30 7415.5483 7352.2036 7403.8247 7401.7646 7357.2803 7360.5493 7371.521 7392.1 7410.08 7468.941 7351.29 7374.023 7353.451 7336.29 7371.5684 7373.648 7428.286 7573.3447 7362.6543 7365.419 7420.0 7351.29 7362.654296875 7468.94 7403.82470703125 BiTCN TiDE TCN LSTM
171 2024-10-08 7413.3945 7409.56 7462.212 7444.582 7405.36 7396.592 7407.198 7431.7627 7460.038 7500.726 7378.969 7438.9077 7375.618 7365.274 7425.3657 7423.0576 7424.1133 7630.5625 7411.881 7419.6147 7602.5 7375.62 7411.880859375 7630.56 7462.2119140625 MLP TiDE MLPMultivariate LSTM
172 2024-10-09 7579.9136 7556.331 7696.391 7566.583 7555.9043 7556.577 7630.0776 7670.553 7702.6826 7638.44 7573.125 7705.029 7584.659 7484.1377 7607.144 7611.4097 7424.1807 7800.6523 7574.462 7602.4043 7602.5 7484.14 7574.4619140625 7705.03 7705.02880859375 DLinear TiDE DilatedRNN
173 2024-10-10 7575.556 7596.8594 7627.4697 7619.6753 7624.6846 7621.92 7625.8384 7623.2627 7632.9805 7668.692 7663.994 7679.769 7637.4146 7542.5396 7608.9062 7600.6807 7424.3745 7820.097 7604.8643 7602.445 7585.0 7542.54 7604.8642578125 7679.77 7679.76904296875 DLinear TiDE DilatedRNN
174 2024-10-11 7628.3525 7601.2695 7618.62 7603.426 7626.545 7664.978 7622.657 7592.526 7625.9805 7680.629 7699.009 7640.8784 7648.545 7571.6943 7587.699 7603.9985 7424.397 7784.8833 7599.9976 7584.982 7575.0 7571.69 7587.69921875 7699.01 7640.87841796875 DLinear NLinear BiTCN DilatedRNN
175 2024-10-12 7633.6714 7618.3184 7594.081 7582.0444 7603.758 7674.045 7605.065 7599.9727 7602.329 7617.7256 7715.6797 7613.9717 7646.508 7571.1797 7574.506 7612.5513 7424.28 7735.8765 7567.147 7574.9883 7576.6665 7567.15 7567.14697265625 7715.68 7613.9716796875 TiDE BiTCN DilatedRNN
176 2024-10-14 7653.8115 7630.65 7595.949 7555.7944 7563.8413 7673.0674 7578.9883 7559.2744 7606.2153 7590.246 7707.9873 7611.859 7658.074 7556.69 7561.975 7637.4814 7424.1416 7701.296 7546.0938 7576.522 7565.0 7546.09 7546.09375 7701.3 7611.85888671875 TiDE MLPMultivariate DilatedRNN
177 2024-10-15 7596.767 7620.2207 7575.4937 7504.657 7541.0205 7645.5586 7550.4136 7563.091 7584.5923 7583.523 7686.615 7594.4336 7631.9336 7525.2676 7535.7095 7624.8755 7423.746 7647.81 7536.9272 7564.884 7527.5 7504.66 7535.70947265625 7647.81 7594.43359375 iTransformer NLinear MLPMultivariate DilatedRNN
178 2024-10-16 7537.3823 7620.9863 7528.687 7451.788 7512.351 7561.8174 7499.045 7525.2046 7534.814 7547.8413 7628.829 7523.7305 7571.3213 7509.3276 7482.4116 7535.017 7422.733 7588.291 7511.7427 7511.9014 7477.5 7451.79 7482.41162109375 7620.99 7528.68701171875 iTransformer NLinear Informer LSTM
179 2024-10-17 7490.326 7601.665 7475.7183 7413.3794 7458.587 7485.5034 7430.83 7471.655 7480.0522 7518.796 7557.303 7453.416 7502.926 7485.751 7450.027 7454.1074 7420.689 7541.86 7464.338 7475.21 7467.5 7420.69 7450.02685546875 7557.3 7475.71826171875 StemGNN NLinear BiTCN LSTM
180 2024-10-18 7478.6914 7618.038 7477.147 7401.9062 7435.4854 7470.6055 7414.927 7471.334 7483.3403 7473.5137 7506.429 7414.3467 7464.1704 7435.23 7464.471 7434.976 7418.427 7530.27 7448.0337 7474.4434 7370.0 7435.49 7414.3466796875 7530.27 7477.14697265625 TSMixer DilatedRNN MLPMultivariate LSTM
181 2024-10-21 7351.325 7464.0684 7351.699 7378.6406 7367.1567 7417.7065 7318.4883 7356.1816 7369.5117 7432.8237 7407.6714 7312.0664 7372.3105 7358.3354 7360.0444 7332.5073 7413.2583 7488.466 7360.1094 7466.749 7362.5 7318.49 7312.06640625 7466.75 7360.109375 PatchTST DilatedRNN DeepNPTS TiDE
182 2024-10-22 7343.997 7420.612 7372.9697 7356.9673 7340.5815 7344.554 7320.6177 7369.7275 7394.9844 7425.4746 7345.69 7321.1733 7352.978 7331.069 7343.6045 7349.0527 7407.9307 7482.9194 7340.688 7370.032 7346.6665 7321.17 7321.17333984375 7425.47 7372.9697265625 DilatedRNN TCN LSTM
183 2024-10-23 7318.6772 7349.6343 7351.2314 7343.7607 7327.8022 7308.2607 7313.7275 7354.39 7369.487 7419.8677 7297.3286 7311.081 7333.771 7306.1235 7315.158 7342.9746 7402.127 7461.3604 7329.7554 7362.5674 7357.5 7306.12 7311.0810546875 7419.87 7354.39013671875 DLinear DilatedRNN TCN RNN
184 2024-10-24 7332.025 7332.764 7374.3057 7333.803 7329.642 7342.8223 7343.688 7356.9414 7392.5293 7430.7036 7278.939 7326.7446 7325.3706 7332.062 7342.685 7350.5093 7396.687 7458.3853 7342.085 7346.686 7352.5 7325.37 7326.74462890625 7430.7 7374.3056640625 MLP DilatedRNN TCN LSTM
185 2024-10-25 7341.7407 7293.0596 7366.416 7319.07 7339.9575 7359.9907 7370.539 7370.2656 7382.035 7432.9263 7259.4497 7324.0225 7321.687 7319.8354 7359.366 7336.285 7391.287 7460.455 7358.443 7357.544 7372.5 7293.06 7324.0224609375 7432.93 7370.265625 Informer DilatedRNN TCN RNN
186 2024-10-28 7344.7163 7319.588 7397.6895 7322.8574 7366.559 7356.09 7400.027 7384.104 7409.743 7443.9604 7265.258 7362.257 7344.6714 7345.896 7381.345 7355.776 7386.7656 7474.6475 7386.7627 7352.37 7373.3335 7319.59 7362.2568359375 7443.96 7397.689453125 Informer DilatedRNN TCN LSTM
187 2024-10-29 7359.088 7309.0547 7393.3633 7346.7866 7376.6016 7374.111 7393.552 7384.4277 7402.9043 7452.677 7299.626 7378.7036 7352.162 7395.1772 7389.317 7366.0664 7382.2856 7455.5195 7373.8604 7373.167 7380.0 7309.05 7373.8603515625 7452.68 7393.36328125 Informer TiDE TCN LSTM
188 2024-10-30 7358.9937 7341.4614 7405.327 7416.179 7381.4775 7426.024 7377.57 7389.754 7414.1113 7470.7134 7350.9463 7408.236 7357.6455 7411.459 7388.273 7396.682 7378.2446 7473.955 7359.314 7391.326 7330.0 7381.48 7359.31396484375 7470.71 7408.23583984375 TSMixer TiDE TCN DilatedRNN
189 2024-10-31 7312.557 7305.571 7340.6367 7456.835 7354.071 7421.741 7296.7534 7337.699 7358.049 7471.703 7350.2676 7369.018 7348.3887 7402.115 7340.3677 7326.1377 7372.685 7468.8223 7330.872 7388.265 7340.0 7305.57 7330.8720703125 7468.82 7369.01806640625 Informer TiDE MLPMultivariate DilatedRNN
190 2024-11-01 7343.0796 7325.1807 7365.971 7418.3013 7350.2827 7392.953 7324.0703 7355.0913 7382.277 7474.6504 7365.0776 7377.864 7372.565 7387.9146 7340.9 7339.7134 7367.811 7459.85 7335.5547 7377.825 7363.3335 7325.18 7335.5546875 7459.85 7377.86376953125 Informer TiDE MLPMultivariate DilatedRNN
191 2024-11-04 7386.9814 7346.146 7387.8896 7369.525 7364.3315 7391.7773 7341.5713 7376.175 7396.966 7479.0884 7375.335 7398.9766 7399.1343 7360.8267 7360.961 7393.3184 7364.0303 7461.721 7357.113 7379.3345 7360.0 7346.15 7357.11279296875 7461.72 7398.9765625 Informer TiDE MLPMultivariate DilatedRNN
192 2024-11-05 7391.6396 7351.3486 7380.5674 7346.3066 7361.3833 7392.48 7346.1274 7362.837 7391.877 7478.332 7376.7046 7386.9214 7404.1196 7376.0854 7372.727 7392.836 7360.396 7451.457 7349.645 7347.054 7357.5 7346.31 7349.64501953125 7451.46 7386.92138671875 iTransformer TiDE MLPMultivariate DilatedRNN
193 2024-11-06 7377.092 7346.6963 7380.05 7335.5605 7358.7593 7378.257 7347.794 7375.06 7391.6255 7476.481 7358.8145 7383.401 7388.878 7361.917 7379.123 7385.589 7356.9673 7412.6973 7342.4194 7377.9565 7383.3335 7342.42 7342.41943359375 7412.7 7383.40087890625 TiDE MLPMultivariate DilatedRNN
194 2024-11-07 7388.92 7358.8315 7413.8965 7342.1616 7375.1655 7391.0454 7372.7217 7398.935 7420.154 7477.761 7361.595 7396.028 7409.272 7366.393 7401.2744 7405.4556 7355.011 7421.774 7363.137 7384.1777 7366.6665 7355.01 7363.13720703125 7421.77 7413.896484375 StemGNN TiDE MLPMultivariate LSTM
195 2024-11-08 7353.577 7344.835 7383.681 7340.6406 7369.751 7386.0073 7355.898 7370.138 7393.4155 7466.26 7359.2275 7360.3813 7396.274 7382.968 7375.964 7376.7217 7353.1333 7417.782 7356.342 7372.9907 7383.3335 7344.83 7356.341796875 7417.78 7383.68115234375 Informer TiDE MLPMultivariate LSTM
196 2024-11-11 7379.677 7363.237 7413.3105 7352.355 7379.6235 7397.026 7377.8867 7396.5713 7420.5615 7476.661 7373.1416 7364.991 7411.7275 7361.132 7384.9604 7384.9736 7352.1616 7430.2075 7378.0415 7383.4736 7340.0 7363.24 7364.9912109375 7430.21 7413.310546875 Informer DilatedRNN MLPMultivariate LSTM
197 2024-11-12 7341.773 7294.7446 7349.7324 7357.3145 7360.362 7414.3184 7341.369 7347.2217 7365.4424 7470.711 7359.694 7316.588 7389.091 7367.1177 7335.5503 7337.9497 7350.0835 7408.839 7358.534 7392.3843 7306.6665 7360.36 7316.587890625 7414.32 7358.5341796875 TSMixer DilatedRNN TSMixerx TiDE
198 2024-11-13 7381.9844 7287.189 7351.8896 7350.5015 7376.168 7422.786 7383.6006 7340.7515 7387.0117 7469.263 7353.8335 7317.9937 7432.2583 7361.677 7364.9146 7332.752 7348.143 7431.786 7365.838 7405.645 7323.3335 7317.99 7317.99365234375 7432.26 7365.837890625 DilatedRNN MLP TiDE
199 2024-11-14 7382.6113 7254.2183 7354.0425 7348.427 7380.5435 7393.6255 7401.7876 7312.5776 7382.1094 7465.3467 7365.012 7333.2656 7446.745 7349.9614 7346.7075 7327.2627 7336.2974 7436.182 7378.3853 7422.761 7353.3335 7312.58 7312.57763671875 7446.75 7378.38525390625 RNN MLP TiDE
200 2024-11-15 7381.573 7295.5215 7368.1514 7328.4556 7378.2676 7388.905 7390.9395 7306.414 7388.541 7474.6323 7368.2896 7331.227 7442.024 7386.5894 7333.922 7323.2886 7347.498 7405.9243 7384.138 7402.899 7393.3335 7306.41 7306.4140625 7442.02 7384.13818359375 RNN MLP TiDE
201 2024-11-18 7351.67 7319.0723 7406.2065 7316.1235 7375.257 7372.629 7385.8384 7357.068 7391.6016 7479.033 7371.178 7359.4624 7430.7607 7360.737 7375.305 7320.6978 7358.1577 7380.1997 7378.3477 7394.4897 7363.3335 7319.07 7357.06787109375 7430.76 7406.20654296875 Informer RNN MLP LSTM

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juxitingdataset/历史价格-预测值.png
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juxitingdataset/特征频度统计.csv
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@ -1,4 +1,4 @@
日度(219),周度(94),119天(1) 日度(219),周度(94),21天(1)
PP主力收盘价拟合残差/丙烷 CP M1,PE注塑开工率/周,中国：华东地区：市场平均价：BOPP厚光膜 PP主力收盘价拟合残差/丙烷 CP M1,PE注塑开工率/周,中国：华东地区：市场平均价：BOPP厚光膜
华南聚丙烯基差（折盘面收盘价）,PP：看跌比例：中国（周）, 华南聚丙烯基差（折盘面收盘价）,PP：看跌比例：中国（周）,
华北聚丙烯基差（折盘面收盘价）,PP：看平比例：中国（周）, 华北聚丙烯基差（折盘面收盘价）,PP：看平比例：中国（周）,

1 日度(219) 周度(94) 119天(1) 21天(1)
2 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
3 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
4 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）

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juxitingdataset/特征频度统计.txt
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特征信息：总共有312个,日度(219),周度(94),119天(1), 详看 附1、特征列表 特征信息：总共有312个,日度(219),周度(94),21天(1), 详看 附1、特征列表
数据特征工程： 数据特征工程：
1. 数据日期排序，新日期在最后 1. 数据日期排序，新日期在最后
2. 删除空列，特征数据列没有值，就删除 2. 删除空列，特征数据列没有值，就删除

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main_juxiting.py
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@ -70,12 +70,14 @@ def predict_main():
import datetime import datetime
# 判断当前日期是不是周一 # 判断当前日期是不是周一
is_weekday = datetime.datetime.now().weekday() == 0 is_weekday = datetime.datetime.now().weekday() == 1
if is_weekday: if is_weekday:
logger.info('今天是周一，更新预测模型') logger.info('今天是周一，更新预测模型')
# 计算最近20天预测残差最低的模型名称 # 计算最近20天预测残差最低的模型名称
model_results = sqlitedb.select_data('trueandpredict',order_by = "ds DESC",limit = "20") model_results = sqlitedb.select_data('trueandpredict',order_by = "ds DESC",limit = "20")
# 删除空值率为40%以上的列,删除空行
model_results = model_results.dropna(thresh=len(model_results)*0.6,axis=1)
model_results = model_results.dropna() model_results = model_results.dropna()
modelnames = model_results.columns.to_list()[2:] modelnames = model_results.columns.to_list()[2:]
for col in model_results[modelnames].select_dtypes(include=['object']).columns: for col in model_results[modelnames].select_dtypes(include=['object']).columns:

2
main_yuanyou.py
View File

@ -117,6 +117,8 @@ def predict_main():
# 计算最近20天预测残差最低的模型名称 # 计算最近20天预测残差最低的模型名称
model_results = sqlitedb.select_data('trueandpredict', order_by="ds DESC", limit="20") model_results = sqlitedb.select_data('trueandpredict', order_by="ds DESC", limit="20")
# 删除空值率为40%以上的列,删除空行
model_results = model_results.dropna(thresh=len(model_results)*0.6,axis=1)
model_results = model_results.dropna() model_results = model_results.dropna()
modelnames = model_results.columns.to_list()[2:] modelnames = model_results.columns.to_list()[2:]
for col in model_results[modelnames].select_dtypes(include=['object']).columns: for col in model_results[modelnames].select_dtypes(include=['object']).columns: