PriceForecast/yuanyoudataset/df_combined3.csv

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,TiDE_abs_error_rate,GRU_abs_error_rate,TSMixer_abs_error_rate,PatchTST_abs_error_rate,TSMixerx_abs_error_rate,BiTCN_abs_error_rate,DLinear_abs_error_rate,TFT_abs_error_rate,LSTM_abs_error_rate,NHITS_abs_error_rate,MLP_abs_error_rate,DeepNPTS_abs_error_rate,Informer_abs_error_rate,TCN_abs_error_rate,MLPMultivariate_abs_error_rate,iTransformer_abs_error_rate,StemGNN_abs_error_rate,DilatedRNN_abs_error_rate,RNN_abs_error_rate,min_abs_error_rate_prediction,min_abs_error_rate_column_name
2024-02-12,81.1,80.12,82.53,78.83,81.21,81.32,81.88,58.13,81.47,78.99,81.16,85.07,80.63,80.9,81.98,79.33,79.14,80.38,81.65,81.61,81.51,81.21,81.98,TSMixer,NLinear,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.03,0.01,0.01,0.01,0.0,0.02,0.03,0.01,0.03,0.03,0.04,0.29,81.47,GRU
2024-02-13,80.91,79.76,82.42,78.88,81.48,81.32,81.4,58.13,81.43,79.35,81.28,85.01,81.26,81.28,81.32,79.36,79.26,80.45,81.54,81.49,82.07,81.32,81.54,NLinear,TiDE,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.0,0.01,0.01,0.01,0.03,0.03,0.02,0.04,0.03,0.04,0.29,82.42,LSTM
2024-02-14,81.96,80.9,82.9,80.89,81.9,82.09,82.64,58.13,81.99,79.73,82.05,85.61,82.81,82.01,82.36,79.56,79.41,81.04,82.25,82.07,80.99,81.9,82.64,TSMixer,PatchTST,0.02,0.02,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.0,0.0,0.02,0.06,0.28,81.04,MLPMultivariate
2024-02-15,81.39,80.91,81.97,80.61,81.33,81.47,82.44,58.13,81.11,79.48,81.42,84.74,81.42,81.22,80.77,80.72,79.49,80.33,81.34,80.99,82.16,80.77,82.44,NLinear,PatchTST,0.02,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.01,0.02,0.03,0.02,0.02,0.03,0.03,0.29,81.97,LSTM
2024-02-16,82.35,82.19,83.01,78.93,81.96,82.45,83.91,58.13,82.19,79.9,82.24,85.8,82.83,82.23,81.88,80.74,79.58,81.21,82.18,82.16,82.74,81.88,83.91,NLinear,PatchTST,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.0,0.0,0.0,0.01,0.01,0.03,0.02,0.05,0.04,0.04,0.3,82.83,MLP
2024-02-19,83.22,81.94,83.45,77.15,82.38,83.27,83.99,58.13,82.65,80.12,82.58,86.5,84.24,82.4,82.7,81.48,79.69,81.62,82.59,82.74,82.73,82.38,83.99,TSMixer,PatchTST,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,0.02,0.01,0.01,0.02,0.0,0.01,0.03,0.01,0.07,0.04,0.05,0.3,82.74,DeepNPTS
2024-02-20,83.85,81.78,83.42,77.51,82.59,83.28,83.26,58.13,82.63,80.19,82.33,86.6,84.06,82.95,82.42,81.81,79.81,81.76,82.46,82.73,81.5,82.42,83.26,NLinear,PatchTST,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.0,0.02,0.03,0.03,0.02,0.0,0.02,0.0,0.05,0.02,0.06,0.29,81.76,MLPMultivariate
2024-02-21,82.01,79.61,82.39,77.43,81.74,82.44,81.76,58.13,81.66,79.83,81.78,85.44,82.27,81.92,81.98,80.81,79.89,81.3,81.46,81.49,82.11,81.46,81.98,TiDE,NLinear,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.01,0.03,0.03,0.01,0.06,0.03,0.04,0.29,82.01,NHITS
2024-02-22,82.38,80.45,82.95,76.8,81.97,82.13,82.57,58.13,82.26,79.9,82.06,85.98,83.04,82.42,81.81,80.86,79.95,82.01,81.73,82.09,82.7,81.73,82.57,TiDE,PatchTST,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.0,0.0,0.0,0.01,0.03,0.03,0.01,0.07,0.03,0.04,0.3,82.57,PatchTST
2024-02-23,83.13,81.32,83.42,77.52,82.62,82.53,83.48,58.13,82.71,80.02,82.33,86.55,83.82,82.74,83.28,81.94,80.06,83.32,82.91,82.68,80.8,82.62,83.48,TSMixer,PatchTST,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.02,0.01,0.03,0.03,0.04,0.02,0.01,0.01,0.03,0.04,0.01,0.07,0.28,81.32,Informer
2024-02-26,81.0,79.9,81.79,77.18,81.69,81.15,81.73,58.13,81.08,79.54,81.27,84.79,81.57,81.18,80.77,81.0,80.15,81.64,81.58,80.82,81.67,80.77,81.73,NLinear,PatchTST,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,0.03,0.0,0.05,0.02,0.04,0.29,81.69,TSMixer
2024-02-27,81.58,79.91,82.61,77.58,81.86,81.56,82.49,58.13,81.92,79.81,81.7,85.44,82.1,81.84,81.93,82.11,80.26,81.63,82.28,81.57,82.66,81.86,82.49,TSMixer,PatchTST,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.03,0.03,0.01,0.06,0.03,0.03,0.3,82.61,LSTM
2024-02-28,81.6,81.16,83.41,77.27,82.34,81.98,82.8,58.13,82.69,80.13,82.03,86.44,81.66,82.2,82.9,82.98,80.42,81.75,82.73,82.13,82.15,82.34,82.9,TSMixer,NLinear,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.01,0.0,0.01,0.02,0.0,0.06,0.02,0.05,0.29,82.13,DeepNPTS
2024-02-29,80.99,81.28,82.94,77.14,82.18,81.24,82.21,58.13,82.19,80.06,82.11,86.03,81.24,81.87,82.65,83.02,80.53,81.6,82.53,82.13,81.91,82.18,82.65,TSMixer,NLinear,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.06,0.02,0.05,0.29,81.87,DLinear
2024-03-01,78.63,81.9,82.76,77.04,81.84,81.66,81.73,58.13,82.04,80.15,81.92,85.75,78.86,82.0,82.13,83.0,80.64,80.53,81.93,81.8,83.55,81.73,82.13,PatchTST,NLinear,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.06,0.06,0.02,0.02,0.04,0.04,0.08,0.03,0.03,0.3,83.0,TFT
2024-03-04,81.17,84.04,84.13,78.47,83.01,83.04,83.33,58.13,83.42,80.68,82.96,87.32,82.43,83.61,83.08,83.97,80.79,82.99,83.14,83.54,82.8,83.01,83.42,TSMixer,GRU,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.02,0.02,0.0,0.01,0.02,0.03,0.0,0.05,0.02,0.05,0.3,82.96,BiTCN
2024-03-05,82.08,83.91,83.45,78.96,83.01,82.99,82.95,58.13,82.74,80.53,83.18,86.76,82.71,82.88,82.9,83.73,80.95,82.49,83.06,82.8,82.04,82.74,83.06,GRU,TiDE,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.01,0.01,0.02,0.02,0.01,0.04,0.01,0.06,0.29,82.08,NHITS
2024-03-06,81.61,83.59,82.84,78.85,82.65,82.54,82.35,58.13,82.18,80.39,82.92,86.01,82.59,82.93,81.98,82.92,81.06,82.79,82.72,82.04,82.96,81.98,82.72,NLinear,TiDE,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.02,0.0,0.01,0.01,0.03,0.0,0.05,0.02,0.04,0.3,82.93,DLinear
2024-03-07,82.67,84.41,83.64,79.11,83.19,83.53,83.41,58.13,83.0,80.6,83.45,86.85,83.52,83.11,83.3,83.46,81.2,82.96,83.4,82.96,82.96,83.0,83.41,GRU,PatchTST,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.02,0.03,0.0,0.05,0.02,0.05,0.3,82.96,MLPMultivariate
2024-03-08,83.24,84.21,83.61,79.74,83.42,83.59,83.98,58.13,82.95,80.5,83.66,86.94,83.89,83.28,83.38,83.34,81.34,83.47,83.64,82.96,82.08,82.95,83.98,GRU,PatchTST,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.01,0.02,0.01,0.03,0.02,0.02,0.03,0.01,0.06,0.29,81.34,StemGNN
2024-03-11,83.38,83.31,82.88,79.74,82.62,82.38,83.17,58.13,82.22,80.29,83.0,86.1,83.6,83.04,82.51,82.07,81.43,83.29,82.92,82.08,82.21,82.22,83.17,GRU,PatchTST,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.02,0.0,0.01,0.02,0.01,0.03,0.01,0.05,0.29,82.22,GRU
2024-03-12,82.28,83.23,83.02,79.72,82.36,82.31,82.3,58.13,82.38,80.3,82.64,86.19,82.5,83.23,82.62,81.53,81.53,82.46,82.35,82.09,81.92,82.3,82.62,PatchTST,NLinear,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.01,0.0,0.01,0.0,0.02,0.02,0.01,0.03,0.0,0.05,0.29,82.09,DeepNPTS
2024-03-13,81.22,82.49,82.77,79.65,82.02,81.99,81.88,58.13,82.12,80.11,82.4,85.95,82.36,82.64,82.4,80.52,81.61,82.19,82.31,81.82,84.03,81.88,82.4,PatchTST,NLinear,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.04,0.01,0.03,0.02,0.03,0.02,0.05,0.02,0.05,0.03,0.02,0.31,82.77,LSTM
2024-03-14,83.5,83.92,84.53,80.61,83.32,83.89,83.59,58.13,83.84,80.85,83.51,87.81,84.25,83.06,83.79,82.13,81.77,83.33,83.49,84.02,85.42,83.32,83.84,TSMixer,GRU,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.04,0.01,0.02,0.01,0.02,0.02,0.05,0.02,0.06,0.04,0.03,0.32,84.53,LSTM
2024-03-15,85.58,85.59,85.61,81.37,84.62,85.52,85.43,58.13,84.85,81.53,84.7,89.13,85.45,84.53,84.84,83.79,81.96,84.85,85.02,85.42,85.34,84.62,85.43,TSMixer,PatchTST,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,0.0,0.0,0.04,0.01,0.05,0.04,0.04,0.32,85.42,DeepNPTS
2024-03-18,84.85,85.12,85.5,81.51,85.12,85.69,85.27,58.13,84.76,81.89,84.82,89.22,85.48,85.09,85.27,84.53,82.15,85.24,85.34,85.34,86.89,84.76,85.34,GRU,TiDE,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.06,0.02,0.06,0.05,0.03,0.33,85.69,TSMixerx
2024-03-19,86.85,86.77,86.76,82.2,86.3,87.03,86.51,58.13,86.06,82.74,85.81,90.53,86.88,85.92,86.85,85.79,82.39,86.84,86.7,86.87,87.38,86.06,86.85,GRU,NLinear,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,0.01,0.01,0.01,0.01,0.01,0.05,0.01,0.06,0.06,0.04,0.33,87.03,TSMixerx
2024-03-20,88.26,87.74,87.13,83.04,86.97,87.27,87.5,58.13,86.44,83.12,86.51,91.16,88.48,87.16,87.06,87.56,82.65,83.77,87.26,87.32,85.38,86.44,87.5,GRU,PatchTST,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.02,0.03,0.04,0.02,0.03,0.03,0.02,0.03,0.03,0.07,0.32,86.44,GRU
2024-03-21,86.72,86.07,85.51,82.01,85.84,85.58,86.11,58.13,84.97,82.65,85.4,89.67,85.55,85.78,85.62,85.77,82.81,82.62,85.82,85.38,85.24,84.97,86.11,GRU,PatchTST,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.03,0.03,0.04,0.03,0.05,0.32,85.38,DeepNPTS
2024-03-22,85.69,85.75,85.47,81.59,85.48,85.41,85.53,58.13,85.06,82.55,85.31,89.51,85.22,85.56,85.31,85.47,82.92,82.25,85.36,85.23,84.83,85.06,85.53,GRU,PatchTST,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.03,0.03,0.04,0.02,0.06,0.31,85.06,GRU
2024-03-25,84.68,86.68,85.14,81.52,85.2,84.7,84.71,58.13,84.74,82.21,85.16,89.21,85.83,85.42,84.76,85.64,82.99,81.76,85.11,84.83,86.08,84.71,85.2,PatchTST,TSMixer,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.04,0.05,0.05,0.04,0.04,0.32,85.83,MLP
2024-03-26,86.61,87.29,86.17,81.65,85.83,85.92,85.89,58.13,85.7,82.53,85.65,90.28,86.64,85.64,86.08,85.87,83.13,82.18,86.02,86.08,85.63,85.7,86.08,GRU,NLinear,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.04,0.04,0.05,0.03,0.05,0.32,85.64,DLinear
2024-03-27,84.81,87.07,85.77,81.88,85.93,86.14,85.52,58.13,85.27,82.41,85.52,89.93,86.04,85.63,85.92,85.59,83.23,82.31,85.86,85.63,85.41,85.27,85.93,GRU,TSMixer,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.02,0.04,0.04,0.04,0.03,0.05,0.32,85.52,BiTCN
2024-03-28,85.28,86.1,85.59,82.75,85.81,86.18,85.41,58.13,85.14,82.47,85.5,89.74,84.97,85.88,86.09,85.61,83.37,82.39,85.98,85.4,87.0,85.14,86.09,GRU,NLinear,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.05,0.05,0.05,0.04,0.03,0.33,86.18,TSMixerx
2024-04-01,86.27,87.66,86.88,83.41,86.7,86.77,86.92,58.13,86.38,83.0,86.17,91.05,86.34,86.84,87.23,87.26,83.58,83.35,87.11,86.94,87.42,86.38,87.23,GRU,NLinear,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.05,0.05,0.05,0.04,0.04,0.34,87.26,TFT
2024-04-02,87.51,87.3,87.18,84.06,87.35,86.75,87.33,58.13,86.62,83.27,86.63,91.52,87.98,87.62,87.46,87.75,83.82,82.79,87.51,87.42,88.92,86.62,87.51,GRU,TiDE,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.06,0.07,0.05,0.06,0.03,0.35,87.98,MLP
2024-04-03,88.04,88.63,88.36,85.25,88.53,88.7,89.0,58.13,87.77,84.15,87.92,92.78,89.02,88.37,89.14,88.47,84.1,84.2,89.13,88.92,89.35,87.77,89.14,GRU,NLinear,0.0,0.0,0.02,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.06,0.06,0.05,0.06,0.04,0.35,89.14,NLinear
2024-04-04,88.43,89.85,88.69,86.1,89.19,88.65,89.48,58.13,88.08,84.58,88.55,93.31,89.55,88.56,89.05,88.78,84.39,84.13,89.63,89.35,90.65,88.08,89.63,GRU,TiDE,0.02,0.01,0.03,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.01,0.01,0.07,0.07,0.05,0.07,0.03,0.36,89.85,Informer
2024-04-05,89.65,90.78,89.72,87.15,90.13,89.63,90.8,58.13,89.1,85.45,89.68,94.51,90.14,90.23,90.51,89.48,84.73,84.72,90.72,90.65,91.17,89.1,90.8,GRU,PatchTST,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.01,0.0,0.06,0.07,0.04,0.07,0.04,0.36,90.8,PatchTST
2024-04-08,90.48,91.81,90.13,87.42,90.71,91.01,91.58,58.13,89.51,85.93,90.49,95.12,91.58,90.71,91.39,90.01,85.05,85.33,91.23,91.17,90.38,89.51,91.58,GRU,PatchTST,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.05,0.06,0.03,0.06,0.05,0.36,90.48,NHITS
2024-04-09,89.88,91.77,89.52,86.18,90.4,90.43,91.0,58.13,89.01,85.83,90.02,94.78,90.44,90.52,90.59,89.95,85.31,85.72,90.62,90.38,89.42,89.01,91.0,GRU,PatchTST,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.03,0.04,0.04,0.04,0.05,0.06,0.35,89.52,LSTM
2024-04-10,89.24,91.12,88.79,85.75,89.78,90.17,90.09,58.13,88.45,85.55,89.43,94.08,89.87,90.26,89.58,88.96,85.53,86.11,89.58,89.42,90.48,88.45,90.09,GRU,PatchTST,0.01,0.01,0.02,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.01,0.01,0.01,0.01,0.05,0.05,0.05,0.05,0.04,0.36,90.26,DLinear
2024-04-11,90.78,91.53,89.64,87.76,90.36,90.24,91.03,58.13,89.31,85.78,90.19,94.99,92.17,90.64,90.21,89.67,85.78,88.6,90.42,90.47,89.74,89.31,91.03,GRU,PatchTST,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.03,0.01,0.02,0.04,0.01,0.02,0.04,0.06,0.35,89.67,TFT
2024-04-12,90.95,91.36,89.05,88.76,90.09,89.99,90.38,58.13,88.71,85.48,89.82,94.48,90.81,90.45,89.87,89.27,86.01,86.93,90.27,89.73,90.45,88.71,90.38,GRU,PatchTST,0.01,0.0,0.02,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.01,0.0,0.01,0.01,0.05,0.04,0.02,0.05,0.04,0.36,90.45,DLinear
2024-04-15,90.51,91.4,89.62,89.53,90.64,90.71,90.97,58.13,89.28,85.77,90.02,95.05,90.52,90.6,90.61,89.72,86.25,86.07,90.79,90.44,90.1,89.28,90.97,GRU,PatchTST,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.05,0.04,0.01,0.04,0.05,0.35,90.02,BiTCN
2024-04-16,90.78,90.74,89.33,89.31,90.56,90.57,90.4,58.13,89.0,85.68,90.02,94.78,90.41,90.05,90.64,89.7,86.45,86.41,90.83,90.09,90.02,89.0,90.83,GRU,TiDE,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.05,0.04,0.01,0.04,0.05,0.35,90.02,BiTCN
2024-04-17,91.21,90.45,89.27,89.48,90.23,89.8,89.93,58.13,88.97,85.73,89.6,94.77,89.92,90.82,90.51,89.75,86.65,86.3,90.57,89.91,87.29,88.97,90.57,GRU,TiDE,0.04,0.04,0.02,0.03,0.03,0.03,0.03,0.04,0.03,0.02,0.04,0.03,0.03,0.04,0.02,0.01,0.03,0.01,0.09,0.33,86.65,StemGNN
2024-04-18,88.46,87.26,87.1,87.73,88.19,87.74,87.55,58.13,86.94,84.79,87.92,92.49,86.8,88.69,88.24,87.54,86.78,83.85,88.29,87.35,87.11,86.94,88.29,GRU,TiDE,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.02,0.0,0.0,0.0,0.03,0.04,0.01,0.0,0.06,0.33,87.1,LSTM
2024-04-19,86.49,87.36,87.01,86.13,87.53,87.47,87.12,58.13,86.94,84.55,87.29,92.18,86.42,88.01,87.78,87.67,86.89,84.42,87.61,87.22,87.29,86.94,87.78,GRU,NLinear,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.03,0.03,0.01,0.0,0.06,0.33,87.29,BiTCN
2024-04-22,87.39,87.26,87.14,86.79,87.51,87.31,87.67,58.13,86.98,84.3,87.5,92.15,87.98,87.96,87.45,87.83,86.99,85.02,87.91,87.96,87.0,86.98,87.91,GRU,TiDE,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.02,0.0,0.0,0.06,0.33,86.99,StemGNN
2024-04-23,88.01,87.83,86.89,88.97,87.29,87.29,87.38,58.13,86.65,84.17,87.18,91.89,87.33,87.18,86.78,87.93,87.11,86.22,87.44,87.54,87.39,86.65,87.44,GRU,TiDE,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.04,0.01,0.02,0.0,0.05,0.33,87.38,PatchTST
2024-04-24,87.67,87.97,87.2,89.83,87.6,87.35,88.01,58.13,86.91,84.34,87.68,92.03,87.03,87.89,87.58,87.76,87.23,86.79,88.03,87.47,87.04,86.91,88.03,GRU,TiDE,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.03,0.0,0.03,0.0,0.06,0.33,87.03,MLP
2024-04-25,87.2,88.9,86.9,90.1,87.48,87.02,87.61,58.13,86.58,84.22,87.4,91.74,87.58,87.97,87.78,87.54,87.32,87.41,87.72,87.3,87.77,86.58,87.78,GRU,NLinear,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.04,0.0,0.03,0.01,0.05,0.34,87.78,NLinear
2024-04-26,88.56,89.34,87.49,91.22,87.87,88.02,88.14,58.13,87.13,84.44,88.0,92.26,88.38,88.02,87.88,87.51,87.43,87.84,88.0,88.08,88.21,87.13,88.14,GRU,PatchTST,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.04,0.0,0.03,0.01,0.05,0.34,88.14,PatchTST
2024-04-29,87.03,89.38,87.82,92.89,88.25,88.14,88.27,58.13,87.41,84.62,88.47,92.64,88.59,88.99,88.38,87.92,87.56,88.56,88.36,88.15,87.2,87.41,88.38,GRU,NLinear,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.01,0.02,0.03,0.02,0.07,0.0,0.06,0.33,87.03,NHITS
2024-04-30,86.2,88.56,87.01,91.06,87.75,87.59,87.41,58.13,86.63,84.36,87.77,91.85,87.41,88.26,87.45,87.62,87.64,88.11,87.8,87.82,86.33,86.63,87.8,GRU,TiDE,0.01,0.02,0.0,0.02,0.01,0.01,0.02,0.02,0.01,0.01,0.0,0.01,0.02,0.03,0.02,0.02,0.05,0.02,0.06,0.33,86.2,NHITS
2024-05-01,87.31,87.44,86.33,89.64,87.04,86.94,87.09,58.13,86.05,84.07,86.95,91.04,87.98,87.65,86.6,87.42,87.7,87.46,87.14,88.02,83.44,86.05,87.14,GRU,TiDE,0.04,0.04,0.03,0.04,0.04,0.04,0.04,0.05,0.05,0.03,0.05,0.05,0.05,0.05,0.01,0.05,0.07,0.05,0.09,0.3,84.07,TCN
2024-05-02,84.76,83.09,83.96,88.04,84.7,83.07,84.41,58.13,83.82,82.95,85.08,88.42,85.84,85.68,84.02,84.68,87.72,85.3,84.69,83.76,83.67,83.82,84.7,GRU,TSMixer,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.01,0.03,0.0,0.01,0.01,0.02,0.05,0.05,0.06,0.31,83.76,DeepNPTS
2024-05-03,85.36,84.07,84.24,87.68,83.96,82.63,84.09,58.13,84.07,82.57,84.68,88.39,84.45,84.58,84.37,84.59,87.73,84.99,84.17,83.49,82.96,83.96,84.37,TSMixer,NLinear,0.02,0.01,0.01,0.01,0.01,0.0,0.02,0.02,0.02,0.02,0.03,0.02,0.01,0.01,0.0,0.02,0.06,0.06,0.07,0.3,82.63,TSMixerx
2024-05-06,83.99,85.58,83.63,86.53,83.46,81.95,82.83,58.13,83.36,81.91,84.2,87.64,83.23,83.77,83.59,84.28,87.73,84.21,83.49,84.91,83.33,82.83,83.59,PatchTST,NLinear,0.0,0.0,0.0,0.0,0.01,0.02,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.03,0.02,0.01,0.04,0.05,0.05,0.3,83.36,GRU
2024-05-07,83.62,87.02,83.95,86.87,83.51,81.22,83.2,58.13,83.57,81.83,84.04,87.83,83.49,84.13,83.26,84.38,87.74,84.73,83.5,84.58,83.16,83.2,83.57,PatchTST,GRU,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.05,0.02,0.02,0.04,0.06,0.06,0.3,83.2,PatchTST
2024-05-08,83.12,86.07,83.78,87.66,83.36,82.83,83.48,58.13,83.34,81.69,83.69,87.53,83.83,84.2,83.1,84.3,87.75,85.3,83.27,83.76,83.58,83.1,83.48,NLinear,PatchTST,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.03,0.02,0.02,0.05,0.05,0.05,0.3,83.48,PatchTST
2024-05-09,82.63,86.94,84.13,88.15,83.54,83.04,83.67,58.13,83.63,81.81,84.11,87.84,83.79,84.21,83.39,84.45,87.77,86.07,83.64,83.56,83.88,83.39,83.67,NLinear,PatchTST,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.04,0.02,0.03,0.05,0.05,0.05,0.31,83.79,MLP
2024-05-10,82.95,86.54,84.36,88.32,84.01,84.34,83.88,58.13,83.82,81.91,84.27,88.0,83.31,83.57,84.47,84.5,87.77,86.41,84.11,83.74,82.79,83.82,84.47,GRU,NLinear,0.02,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.0,0.01,0.01,0.05,0.01,0.04,0.07,0.06,0.06,0.3,82.95,NHITS
2024-05-13,83.21,86.33,83.44,87.41,83.44,83.19,82.86,58.13,82.9,81.56,83.92,87.02,82.86,82.95,82.68,83.7,87.73,84.92,83.32,83.83,83.36,82.68,83.44,NLinear,TSMixer,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.04,0.02,0.02,0.05,0.05,0.04,0.3,83.32,TiDE
2024-05-14,84.45,85.9,83.96,87.3,83.62,83.54,83.31,58.13,83.42,81.68,83.94,87.43,84.51,83.78,83.36,83.92,87.69,85.34,83.51,84.17,82.38,83.31,83.62,PatchTST,TSMixer,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.02,0.02,0.02,0.03,0.03,0.02,0.04,0.01,0.04,0.06,0.06,0.06,0.29,81.68,TCN
2024-05-15,83.11,83.6,83.12,86.26,83.11,83.31,82.79,58.13,82.57,81.28,83.69,86.57,83.92,82.88,82.82,83.66,87.61,84.72,82.82,83.88,82.75,82.57,83.11,GRU,TSMixer,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.02,0.04,0.06,0.05,0.3,82.79,PatchTST
2024-05-16,83.37,83.98,83.46,86.75,83.18,83.27,83.07,58.13,82.89,81.27,83.61,86.83,84.58,83.24,82.91,83.72,87.52,85.06,83.17,83.34,83.27,82.89,83.18,GRU,TSMixer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.0,0.01,0.02,0.02,0.04,0.05,0.04,0.3,83.27,TSMixerx
2024-05-17,82.36,84.32,83.88,87.33,83.49,83.77,83.16,58.13,83.28,81.38,83.38,87.29,83.06,83.2,83.5,83.74,87.48,85.17,83.26,83.3,83.98,83.16,83.5,PatchTST,NLinear,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.0,0.03,0.01,0.04,0.04,0.04,0.31,83.88,LSTM
2024-05-20,83.4,84.43,84.45,88.62,83.98,84.17,83.62,58.13,83.81,81.57,83.63,87.98,82.84,84.1,83.72,84.04,87.46,85.34,83.92,82.9,83.71,83.62,83.98,PatchTST,TSMixer,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.03,0.02,0.06,0.04,0.05,0.31,83.72,NLinear
2024-05-21,83.85,84.63,84.2,88.47,83.97,84.32,83.43,58.13,83.58,81.58,83.78,87.76,83.05,83.92,83.9,83.56,87.44,84.64,83.72,83.66,82.88,83.43,83.97,PatchTST,TSMixer,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.0,0.01,0.02,0.02,0.02,0.07,0.06,0.06,0.3,83.05,MLP
2024-05-22,83.07,84.08,83.52,88.1,83.49,83.91,82.79,58.13,82.94,81.27,83.72,87.03,81.73,83.78,83.09,82.69,87.38,84.16,83.1,83.61,81.9,82.79,83.49,PatchTST,TSMixer,0.01,0.01,0.01,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.03,0.01,0.03,0.08,0.07,0.06,0.29,81.73,MLP
2024-05-23,82.26,83.03,82.74,86.95,82.78,83.19,82.42,58.13,82.18,80.84,83.48,86.05,82.7,82.66,82.39,81.88,87.32,83.33,82.52,83.74,81.36,82.18,82.78,GRU,TSMixer,0.01,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.01,0.02,0.01,0.02,0.03,0.02,0.01,0.02,0.07,0.07,0.06,0.29,80.84,TCN
2024-05-24,81.53,81.43,82.32,85.48,82.18,82.26,81.84,58.13,81.75,80.39,83.12,85.45,81.68,81.71,81.83,81.32,87.25,82.06,82.04,82.91,81.84,81.75,82.18,GRU,TSMixer,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.0,0.04,0.07,0.04,0.29,81.84,PatchTST
2024-05-27,81.62,81.45,82.74,84.86,82.24,82.47,82.37,58.13,82.12,80.34,83.12,85.83,82.23,81.99,81.92,81.25,87.14,81.82,82.41,82.01,82.88,81.92,82.41,NLinear,TiDE,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.02,0.01,0.01,0.02,0.03,0.01,0.02,0.05,0.04,0.3,82.74,LSTM
2024-05-28,82.55,82.14,83.59,85.34,83.02,83.57,82.61,58.13,82.91,80.66,83.27,86.79,81.82,82.52,83.02,82.17,87.04,82.42,82.92,81.83,83.94,82.61,83.02,PatchTST,TSMixer,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.02,0.02,0.0,0.02,0.03,0.03,0.02,0.04,0.02,0.02,0.04,0.03,0.31,83.59,LSTM
2024-05-29,83.92,83.23,84.42,86.91,83.67,84.16,83.84,58.13,83.71,81.11,83.58,87.77,83.92,83.25,83.94,84.22,86.91,84.52,83.86,82.95,83.43,83.67,83.94,TSMixer,NLinear,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.03,0.01,0.04,0.04,0.05,0.3,83.58,BiTCN
2024-05-30,83.22,82.0,83.96,86.48,83.51,83.7,82.98,58.13,83.27,81.16,82.99,87.38,83.43,83.1,83.46,83.39,86.75,83.93,83.09,83.33,81.88,82.98,83.51,PatchTST,TSMixer,0.02,0.01,0.02,0.02,0.01,0.02,0.01,0.01,0.02,0.03,0.02,0.02,0.02,0.0,0.01,0.03,0.06,0.06,0.07,0.29,82.0,Informer
2024-05-31,81.91,80.53,82.69,85.59,82.39,82.72,82.06,58.13,82.06,80.79,81.95,85.94,82.98,82.1,82.33,81.79,86.52,82.62,82.09,83.0,81.11,82.06,82.39,GRU,TSMixer,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.02,0.02,0.01,0.0,0.02,0.06,0.07,0.06,0.28,80.79,TCN
2024-06-03,80.43,79.81,82.1,85.05,81.67,82.19,81.09,58.13,81.51,80.32,81.28,85.14,80.66,81.76,81.28,81.38,86.25,80.82,81.22,82.63,78.36,81.09,81.67,PatchTST,TSMixer,0.04,0.04,0.04,0.04,0.03,0.05,0.04,0.04,0.04,0.05,0.03,0.03,0.05,0.02,0.02,0.03,0.09,0.1,0.09,0.26,79.81,Informer
2024-06-04,77.88,78.1,79.68,83.1,79.8,79.68,79.1,58.13,79.15,79.29,80.25,82.4,77.71,79.55,78.67,80.05,85.97,77.85,79.3,81.88,77.52,78.67,79.8,NLinear,TSMixer,0.01,0.02,0.02,0.03,0.02,0.03,0.04,0.03,0.03,0.03,0.0,0.0,0.06,0.01,0.02,0.0,0.07,0.11,0.06,0.25,77.71,MLP
2024-06-05,77.17,77.94,79.01,80.04,78.76,77.76,79.17,58.13,78.45,78.54,80.01,81.34,77.46,78.64,77.67,79.5,85.72,76.39,78.38,81.16,78.41,77.67,79.17,NLinear,PatchTST,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.01,0.01,0.02,0.01,0.04,0.01,0.0,0.03,0.02,0.09,0.04,0.26,78.38,TiDE
2024-06-06,78.01,78.77,79.91,78.65,79.18,78.95,79.37,58.13,79.13,78.41,80.35,82.13,77.59,78.45,78.81,79.68,85.42,77.43,78.92,78.7,79.87,78.81,79.37,NLinear,PatchTST,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.02,0.03,0.01,0.01,0.02,0.03,0.02,0.07,0.03,0.27,79.91,LSTM
2024-06-07,79.57,79.6,81.17,80.03,80.05,80.31,80.13,58.13,80.23,78.63,80.5,83.53,79.6,79.47,80.29,80.15,85.16,80.04,80.17,78.79,79.62,80.05,80.29,TSMixer,NLinear,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.07,0.05,0.27,79.6,Informer
2024-06-10,79.92,79.44,80.87,80.05,79.97,80.4,79.52,58.13,79.9,78.66,80.33,83.26,80.28,79.69,79.86,79.84,84.85,80.17,79.71,79.2,81.63,79.52,79.97,PatchTST,TSMixer,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.03,0.04,0.02,0.02,0.04,0.02,0.29,80.87,LSTM
2024-06-11,81.34,80.4,82.61,80.85,80.95,81.85,81.43,58.13,81.61,79.44,80.74,85.1,81.19,81.26,81.76,81.16,84.59,81.38,80.89,80.25,81.92,80.89,81.76,TiDE,NLinear,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.03,0.01,0.01,0.03,0.04,0.29,81.85,TSMixerx
2024-06-12,81.46,80.77,82.77,81.71,81.58,82.16,81.79,58.13,81.81,79.71,80.95,85.49,81.75,81.53,82.01,81.69,84.33,82.0,81.48,81.3,82.6,81.48,82.01,TiDE,NLinear,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.04,0.01,0.01,0.02,0.04,0.3,82.77,LSTM
2024-06-13,81.58,81.71,83.32,82.27,82.25,82.18,82.33,58.13,82.41,80.17,81.64,86.17,82.05,81.6,82.26,82.21,84.19,82.13,82.28,82.48,82.75,82.25,82.41,TSMixer,GRU,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.03,0.01,0.01,0.02,0.04,0.3,82.48,DeepNPTS
2024-06-14,81.18,81.26,83.43,82.23,82.64,82.4,82.53,58.13,82.59,80.42,82.06,86.39,82.59,82.19,82.42,82.59,84.06,82.68,82.72,82.82,82.62,82.42,82.72,NLinear,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.0,0.0,0.02,0.03,0.0,0.0,0.02,0.05,0.3,82.64,TSMixer
2024-06-17,82.19,81.0,83.32,82.57,82.75,82.4,82.63,58.13,82.54,80.52,82.31,86.39,82.69,82.33,82.44,82.03,83.91,82.87,82.88,82.69,84.25,82.44,82.88,NLinear,TiDE,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.02,0.04,0.04,0.02,0.02,0.0,0.03,0.31,83.91,StemGNN
2024-06-18,84.11,82.19,84.68,83.25,83.66,83.39,84.2,58.13,83.93,81.16,83.46,87.9,83.94,83.27,84.25,85.64,83.82,84.33,84.12,82.48,85.33,83.66,84.25,TSMixer,NLinear,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.02,0.0,0.01,0.01,0.02,0.03,0.04,0.05,0.01,0.02,0.02,0.03,0.32,85.64,TFT
2024-06-19,85.2,83.46,85.53,83.37,84.71,84.81,85.01,58.13,84.75,81.66,84.38,89.03,85.11,84.58,84.9,85.93,83.74,84.98,84.56,84.2,85.07,84.56,85.01,TiDE,PatchTST,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.02,0.04,0.0,0.02,0.02,0.05,0.32,85.11,MLP
2024-06-20,85.44,83.94,85.29,82.8,84.74,85.84,84.71,58.13,84.56,81.8,84.64,88.99,85.77,84.74,85.07,85.88,83.67,85.31,84.6,84.99,85.71,84.56,85.07,GRU,NLinear,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.02,0.05,0.0,0.03,0.02,0.04,0.32,85.77,MLP
2024-06-21,85.45,84.18,85.83,82.55,85.13,86.74,84.7,58.13,85.17,82.14,85.05,89.6,85.84,85.1,85.18,85.72,83.59,85.06,84.73,85.69,84.33,84.7,85.18,PatchTST,NLinear,0.01,0.0,0.01,0.01,0.0,0.03,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.0,0.03,0.01,0.02,0.01,0.06,0.31,84.18,Informer
2024-06-24,84.13,82.58,84.67,82.46,84.55,85.88,83.9,58.13,84.12,81.65,84.65,88.52,84.35,84.63,84.25,83.53,83.44,84.05,84.23,84.32,85.15,83.9,84.55,PatchTST,TSMixer,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.03,0.04,0.01,0.03,0.02,0.04,0.32,84.67,LSTM
2024-06-25,85.6,84.48,85.41,82.66,85.0,86.42,85.02,58.13,84.88,81.93,85.32,89.21,85.74,84.41,85.29,84.47,83.36,84.43,85.06,85.13,84.22,84.88,85.29,GRU,NLinear,0.01,0.01,0.01,0.01,0.01,0.03,0.01,0.0,0.0,0.01,0.02,0.02,0.01,0.0,0.03,0.0,0.02,0.01,0.06,0.31,84.41,DLinear
2024-06-26,85.15,83.71,84.61,82.99,84.94,85.48,84.36,58.13,84.13,81.5,84.88,88.43,85.08,83.77,84.51,83.53,83.28,84.35,84.83,84.87,84.47,84.13,84.94,GRU,TSMixer,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.04,0.0,0.02,0.01,0.05,0.31,84.51,NLinear
2024-06-27,84.27,83.84,84.85,83.07,84.8,85.17,84.47,58.13,84.37,81.66,84.83,88.63,84.02,84.16,84.83,84.09,83.31,84.18,85.03,84.16,85.26,84.37,85.03,GRU,TiDE,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.04,0.01,0.03,0.02,0.04,0.32,85.17,TSMixerx
2024-06-28,84.2,83.18,85.5,83.46,85.24,85.21,85.73,58.13,84.97,81.92,85.07,89.3,83.77,84.82,85.54,84.63,83.37,84.47,85.49,84.06,85.0,84.97,85.73,GRU,PatchTST,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.04,0.01,0.02,0.02,0.05,0.32,84.97,GRU
2024-07-01,84.39,83.04,85.26,82.84,85.0,85.08,84.92,58.13,84.72,81.95,84.83,89.2,84.09,85.13,85.48,84.6,83.43,84.23,85.22,84.71,86.6,84.72,85.48,GRU,NLinear,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.03,0.02,0.04,0.05,0.03,0.04,0.04,0.03,0.33,85.48,NLinear
2024-07-02,85.26,83.73,86.56,83.53,85.97,86.18,85.81,58.13,85.99,82.68,85.7,90.51,84.99,85.95,86.54,85.87,83.54,84.84,86.16,86.5,86.24,85.81,86.54,PatchTST,NLinear,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.03,0.04,0.02,0.03,0.03,0.05,0.33,86.18,TSMixerx
2024-07-03,85.09,84.31,86.24,83.92,86.13,85.79,85.87,58.13,85.66,82.69,85.92,90.38,85.12,85.59,86.06,85.35,83.64,85.11,86.17,86.24,87.34,85.66,86.17,GRU,TiDE,0.01,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.03,0.01,0.03,0.05,0.03,0.04,0.04,0.03,0.33,86.24,DeepNPTS
2024-07-04,84.98,86.64,87.13,84.96,86.97,87.45,86.78,58.13,86.56,83.32,86.91,91.34,85.8,87.07,86.95,85.42,83.77,85.92,87.13,87.34,87.43,86.56,87.13,GRU,TiDE,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.03,0.02,0.0,0.01,0.05,0.02,0.03,0.04,0.04,0.34,87.45,TSMixerx
2024-07-05,86.97,88.32,87.18,86.41,87.58,88.06,87.78,58.13,86.63,83.5,87.82,91.51,87.7,87.08,87.68,85.5,83.89,87.1,87.8,87.43,86.54,86.63,87.8,GRU,TiDE,0.01,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.04,0.01,0.0,0.03,0.06,0.33,86.63,GRU
2024-07-08,87.46,86.67,86.47,86.73,87.18,87.64,87.42,58.13,86.0,83.3,87.73,90.91,88.4,86.94,86.89,85.03,84.0,87.07,87.41,86.54,85.75,86.0,87.42,GRU,PatchTST,0.01,0.02,0.0,0.02,0.02,0.02,0.02,0.01,0.01,0.01,0.02,0.03,0.01,0.01,0.03,0.02,0.01,0.02,0.06,0.32,86.0,GRU
2024-07-09,86.75,86.36,85.87,86.21,86.46,86.27,86.89,58.13,85.5,83.02,87.2,90.2,86.89,86.81,86.33,86.43,84.08,86.4,86.62,85.75,84.66,85.5,86.89,GRU,PatchTST,0.02,0.02,0.01,0.02,0.03,0.02,0.03,0.03,0.02,0.01,0.02,0.03,0.01,0.02,0.02,0.02,0.02,0.01,0.07,0.31,84.08,StemGNN
2024-07-10,85.94,84.36,84.99,85.08,85.3,85.35,85.84,58.13,84.69,82.42,86.09,89.28,85.4,85.83,85.21,86.02,84.13,86.0,85.41,84.66,85.08,84.69,85.84,GRU,PatchTST,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.03,0.01,0.0,0.01,0.05,0.32,85.08,iTransformer
2024-07-11,85.32,84.95,85.37,84.21,85.1,85.41,85.31,58.13,85.03,82.4,85.77,89.56,85.34,85.91,85.36,86.12,84.2,85.35,85.34,85.08,85.4,85.03,85.36,GRU,NLinear,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.04,0.0,0.01,0.01,0.05,0.32,85.41,TSMixerx
2024-07-12,86.59,85.58,85.61,83.86,85.26,85.44,85.28,58.13,85.2,82.35,85.7,89.82,86.41,85.66,85.54,85.93,84.26,85.56,85.29,85.4,85.03,85.2,85.54,GRU,NLinear,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.01,0.03,0.01,0.01,0.01,0.06,0.32,85.2,GRU
2024-07-15,85.25,84.56,85.29,83.29,85.01,85.16,84.64,58.13,84.86,82.33,85.4,89.47,85.43,85.05,84.84,85.06,84.29,84.1,85.04,85.02,84.85,84.64,85.04,PatchTST,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.03,0.01,0.02,0.01,0.05,0.31,84.86,GRU
2024-07-16,85.58,84.68,85.15,83.57,84.84,85.28,85.02,58.13,84.72,82.32,85.05,89.22,85.41,85.3,85.21,83.96,84.32,84.56,85.04,84.74,83.73,84.72,85.21,GRU,NLinear,0.02,0.02,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.02,0.01,0.01,0.02,0.01,0.0,0.01,0.07,0.31,83.57,iTransformer
2024-07-17,83.26,83.84,84.22,83.49,84.05,84.68,84.03,58.13,83.83,81.88,84.13,88.19,83.66,84.27,84.14,83.31,84.34,83.88,84.28,83.97,85.08,83.83,84.28,GRU,TiDE,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.04,0.01,0.02,0.01,0.04,0.32,84.68,TSMixerx
2024-07-18,85.03,85.38,85.37,84.05,84.99,85.0,85.86,58.13,84.92,82.27,85.18,89.26,84.73,85.06,85.27,83.88,84.42,85.13,85.15,84.95,85.11,84.92,85.86,GRU,PatchTST,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.03,0.0,0.01,0.01,0.05,0.32,85.13,MLPMultivariate
2024-07-19,86.07,85.0,85.36,84.75,85.17,85.07,85.91,58.13,84.84,82.22,85.32,89.32,85.84,85.2,85.03,83.21,84.51,85.87,85.46,85.14,82.63,84.84,85.91,GRU,PatchTST,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.03,0.01,0.03,0.04,0.04,0.03,0.03,0.01,0.04,0.03,0.02,0.08,0.3,82.22,TCN
2024-07-22,84.24,80.23,83.28,83.25,83.51,82.33,82.96,58.13,82.84,81.67,83.16,87.11,83.73,83.82,82.6,82.31,84.52,83.91,83.33,82.29,82.4,82.6,83.51,NLinear,TSMixer,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.02,0.02,0.0,0.03,0.01,0.02,0.01,0.03,0.06,0.29,82.33,TSMixerx
2024-07-23,83.86,81.43,83.18,80.19,82.75,81.02,82.7,58.13,82.79,81.38,82.48,86.67,82.59,83.43,82.8,82.25,84.51,82.74,82.9,80.62,81.01,82.7,82.9,PatchTST,TiDE,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.02,0.03,0.04,0.02,0.0,0.01,0.0,0.02,0.01,0.04,0.07,0.28,81.02,TSMixerx
2024-07-24,81.16,79.47,82.01,79.36,81.62,79.68,81.67,58.13,81.56,80.69,81.45,85.36,80.8,82.26,81.65,81.72,84.45,81.54,81.56,80.03,80.82,81.56,81.67,TiDE,PatchTST,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.0,0.01,0.02,0.0,0.01,0.02,0.04,0.06,0.28,80.8,MLP
2024-07-25,79.09,80.98,81.9,79.27,81.23,79.42,81.12,58.13,81.36,80.26,81.04,85.01,80.61,81.25,81.13,81.8,84.4,81.09,81.07,81.12,81.39,81.07,81.36,TiDE,GRU,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,0.01,0.03,0.01,0.0,0.0,0.01,0.0,0.03,0.04,0.04,0.29,81.36,GRU
2024-07-26,80.56,80.76,82.39,84.27,81.64,80.63,81.96,58.13,81.76,80.2,81.73,85.45,81.57,81.96,81.34,82.23,84.39,81.76,81.46,82.27,80.28,81.34,81.96,NLinear,PatchTST,0.01,0.01,0.02,0.02,0.02,0.0,0.02,0.02,0.02,0.03,0.0,0.02,0.02,0.01,0.0,0.02,0.05,0.05,0.06,0.28,80.2,TCN
2024-07-29,80.89,82.37,81.4,84.28,81.19,81.06,81.21,58.13,80.71,79.82,81.54,84.37,80.93,81.56,80.67,81.51,84.38,81.27,80.97,81.38,79.05,80.67,81.21,NLinear,PatchTST,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.02,0.02,0.03,0.04,0.01,0.03,0.07,0.07,0.07,0.26,79.82,TCN
2024-07-30,80.54,82.78,80.35,84.17,80.12,80.81,80.69,58.13,79.66,79.32,81.27,82.96,80.95,80.93,79.71,80.94,84.38,81.21,80.17,81.39,78.07,79.66,80.69,GRU,PatchTST,0.02,0.03,0.02,0.03,0.03,0.04,0.04,0.04,0.04,0.03,0.03,0.04,0.04,0.06,0.02,0.04,0.08,0.08,0.06,0.26,79.32,TCN
2024-07-31,78.89,82.6,79.5,84.33,78.99,79.63,79.16,58.13,78.81,78.76,80.65,81.86,79.21,79.61,78.74,80.71,84.39,79.85,78.97,80.57,80.84,78.74,79.16,NLinear,PatchTST,0.03,0.02,0.03,0.02,0.02,0.02,0.0,0.02,0.0,0.02,0.02,0.02,0.0,0.02,0.03,0.01,0.04,0.04,0.01,0.28,80.71,TFT
2024-08-01,80.06,82.36,82.02,85.04,80.5,81.2,81.09,58.13,81.13,79.36,81.16,84.43,79.79,80.4,81.17,81.86,84.41,80.53,80.83,79.97,79.52,80.5,81.17,TSMixer,NLinear,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.03,0.03,0.01,0.0,0.01,0.04,0.0,0.01,0.07,0.06,0.06,0.27,79.36,TCN
2024-08-02,79.34,82.13,80.74,85.23,80.15,80.16,80.01,58.13,79.84,78.94,80.9,83.32,79.98,79.86,79.59,81.15,84.41,80.37,80.14,79.0,76.81,79.59,80.15,NLinear,TSMixer,0.04,0.04,0.04,0.04,0.04,0.04,0.05,0.04,0.06,0.05,0.03,0.04,0.03,0.07,0.03,0.05,0.11,0.1,0.08,0.24,78.94,TCN
2024-08-05,77.19,79.33,78.19,84.71,77.98,78.11,77.43,58.13,77.55,78.33,78.84,80.44,77.72,78.73,76.87,79.72,84.39,77.08,77.57,80.14,76.3,76.87,77.98,NLinear,TSMixer,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.03,0.04,0.02,0.01,0.02,0.05,0.04,0.03,0.01,0.11,0.11,0.05,0.24,76.87,NLinear
2024-08-06,75.82,78.36,77.83,84.63,76.91,77.74,76.74,58.13,77.2,77.78,77.83,79.72,77.27,78.06,77.08,79.07,84.33,76.22,76.8,79.75,76.48,76.74,77.2,PatchTST,GRU,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.02,0.03,0.02,0.01,0.01,0.04,0.02,0.02,0.0,0.11,0.1,0.04,0.24,76.74,PatchTST
2024-08-07,76.29,79.29,78.06,84.37,76.82,76.97,76.5,58.13,77.29,77.37,77.21,79.94,77.02,76.65,76.85,78.73,84.26,75.45,76.72,77.61,78.33,76.5,77.29,PatchTST,GRU,0.02,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.01,0.0,0.03,0.02,0.01,0.01,0.01,0.04,0.08,0.08,0.02,0.26,78.06,LSTM
2024-08-08,77.7,79.11,79.88,84.73,78.18,78.15,77.95,58.13,78.78,77.64,77.77,81.68,77.64,77.44,78.21,79.2,84.19,75.79,78.15,77.5,79.16,77.95,78.78,PatchTST,GRU,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.02,0.0,0.01,0.02,0.02,0.02,0.0,0.02,0.04,0.07,0.06,0.03,0.27,79.2,TFT
2024-08-09,77.74,78.62,80.54,84.54,79.23,79.31,78.5,58.13,79.39,77.99,78.75,82.57,77.15,79.07,78.28,79.14,84.12,75.97,78.95,77.96,79.66,78.28,79.39,NLinear,GRU,0.02,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.03,0.02,0.01,0.02,0.05,0.06,0.06,0.04,0.27,79.39,GRU
2024-08-12,78.47,78.5,80.93,85.06,79.79,80.1,79.42,58.13,79.78,78.39,79.57,83.06,78.18,80.0,79.61,79.25,84.06,77.95,79.73,79.03,82.3,79.42,79.79,PatchTST,TSMixer,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.02,0.05,0.05,0.04,0.05,0.05,0.05,0.03,0.02,0.01,0.29,83.06,DilatedRNN
2024-08-13,81.87,80.26,83.15,85.94,81.59,82.07,82.25,58.13,82.05,79.53,81.19,85.49,80.48,81.39,82.39,82.33,84.01,83.4,81.75,83.1,80.69,81.59,82.39,TSMixer,NLinear,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.01,0.02,0.03,0.01,0.0,0.03,0.01,0.01,0.03,0.07,0.04,0.06,0.28,80.48,MLP
2024-08-14,80.76,80.05,81.68,85.9,81.08,80.88,80.66,58.13,80.64,79.24,80.59,84.26,80.33,80.39,81.11,80.44,83.89,83.77,81.02,81.24,79.76,80.64,81.11,GRU,NLinear,0.02,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.0,0.01,0.05,0.08,0.05,0.06,0.27,80.05,Informer
2024-08-15,79.71,80.45,80.95,85.15,80.22,80.23,79.82,58.13,80.02,79.05,79.94,83.32,79.93,79.81,80.15,79.37,83.77,82.45,79.99,78.06,81.04,79.82,80.22,PatchTST,TSMixer,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.02,0.0,0.02,0.01,0.04,0.01,0.02,0.02,0.05,0.03,0.03,0.28,80.95,LSTM
2024-08-16,81.2,81.34,82.11,86.08,80.92,80.91,81.18,58.13,81.21,79.3,80.64,84.58,80.32,80.92,80.54,80.93,83.64,82.75,80.74,81.48,79.68,80.54,81.21,NLinear,GRU,0.01,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.01,0.02,0.02,0.0,0.04,0.08,0.05,0.06,0.27,79.3,TCN
2024-08-19,80.0,80.32,80.87,86.02,80.26,80.54,80.15,58.13,79.99,78.89,80.02,83.47,80.32,80.12,79.86,79.34,83.53,83.52,80.0,81.03,77.66,79.86,80.26,NLinear,TSMixer,0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.02,0.04,0.03,0.03,0.04,0.03,0.02,0.08,0.11,0.08,0.07,0.25,78.89,TCN
2024-08-20,78.83,80.34,79.05,83.58,78.69,78.99,78.88,58.13,78.32,78.18,78.96,81.31,79.79,78.59,78.04,77.87,83.36,84.53,78.37,79.06,77.2,78.04,78.88,NLinear,PatchTST,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.04,0.01,0.09,0.08,0.08,0.05,0.25,77.87,TFT
2024-08-21,78.27,79.63,78.71,82.97,77.94,78.44,77.95,58.13,77.98,77.7,78.18,80.74,79.85,77.29,77.77,77.48,83.21,85.37,77.53,79.55,76.05,77.53,77.98,TiDE,GRU,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.04,0.03,0.05,0.05,0.05,0.02,0.12,0.09,0.09,0.06,0.24,77.29,DLinear
2024-08-22,77.62,77.05,77.55,82.69,77.0,77.45,76.26,58.13,76.93,77.04,77.34,79.57,77.29,76.68,76.69,76.72,83.04,85.04,76.71,77.91,77.22,76.26,77.0,PatchTST,TSMixer,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.1,0.07,0.08,0.03,0.25,77.29,MLP
2024-08-23,77.5,79.24,78.83,83.21,77.41,78.55,76.94,58.13,77.89,76.98,77.72,80.62,77.23,77.52,77.08,77.35,82.85,84.23,77.2,77.33,78.15,76.94,77.89,PatchTST,GRU,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.08,0.06,0.06,0.03,0.26,77.89,GRU
2024-08-26,78.33,78.59,79.67,82.94,78.39,78.92,77.49,58.13,78.59,77.25,78.23,81.55,77.74,77.88,78.15,77.95,82.68,84.78,77.83,76.48,80.36,77.49,78.59,PatchTST,GRU,0.03,0.03,0.02,0.02,0.04,0.02,0.03,0.03,0.03,0.01,0.03,0.03,0.05,0.02,0.04,0.06,0.03,0.03,0.01,0.28,79.67,LSTM
2024-08-27,79.67,81.12,81.59,82.97,80.18,80.69,80.21,58.13,80.4,78.09,79.7,83.61,79.66,79.11,80.4,80.59,82.49,86.04,80.46,79.97,78.66,80.18,80.46,TSMixer,TiDE,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.04,0.01,0.01,0.02,0.03,0.01,0.09,0.05,0.05,0.06,0.26,79.11,DLinear
2024-08-28,78.41,79.51,79.96,82.45,79.41,80.19,79.05,58.13,78.89,77.92,79.36,82.07,78.44,77.94,78.93,78.36,82.28,83.7,79.44,79.08,77.58,78.89,79.44,GRU,TiDE,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.0,0.01,0.03,0.01,0.01,0.02,0.02,0.0,0.08,0.06,0.06,0.06,0.25,77.92,TCN
2024-08-29,78.4,78.41,79.02,80.86,78.24,78.61,77.96,58.13,78.09,77.77,78.28,80.88,77.73,78.45,78.19,77.39,82.0,82.81,78.25,79.23,78.82,77.96,78.25,PatchTST,TiDE,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.01,0.05,0.03,0.04,0.03,0.26,79.02,LSTM
2024-08-30,78.95,78.73,80.26,81.3,78.7,79.23,79.17,58.13,79.22,77.91,78.39,82.13,79.42,78.8,79.6,78.59,81.73,84.97,78.95,79.65,76.93,78.7,79.6,TSMixer,NLinear,0.03,0.03,0.03,0.02,0.03,0.03,0.02,0.02,0.02,0.04,0.03,0.03,0.04,0.02,0.01,0.1,0.06,0.06,0.07,0.24,77.91,TCN
2024-09-02,76.82,77.15,78.36,79.08,77.64,77.55,77.22,58.13,77.53,77.27,77.07,80.48,77.9,76.77,77.1,76.99,81.46,80.98,77.16,77.78,77.52,77.1,77.64,NLinear,TSMixer,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.0,0.04,0.02,0.05,0.04,0.25,77.53,GRU
2024-09-03,78.45,77.62,79.07,81.54,77.68,77.93,78.02,58.13,78.09,77.29,76.97,80.87,78.95,78.09,76.8,77.37,81.23,81.66,77.29,77.73,73.75,76.8,78.09,NLinear,GRU,0.04,0.05,0.06,0.05,0.06,0.06,0.04,0.06,0.05,0.07,0.06,0.07,0.05,0.05,0.05,0.11,0.11,0.1,0.1,0.21,76.8,NLinear
2024-09-04,75.29,73.73,74.9,79.38,75.22,75.62,74.12,58.13,74.64,76.25,75.2,77.13,74.98,75.5,74.33,75.36,80.98,80.37,74.68,77.49,72.7,74.12,75.22,PatchTST,TSMixer,0.02,0.03,0.03,0.03,0.02,0.04,0.03,0.04,0.04,0.03,0.04,0.03,0.07,0.01,0.05,0.11,0.09,0.11,0.06,0.2,73.73,Informer
2024-09-05,72.83,73.33,73.98,78.79,73.53,74.44,72.7,58.13,73.7,75.33,74.35,75.51,74.15,74.4,73.39,74.78,80.71,79.04,73.57,77.77,72.69,72.7,73.7,PatchTST,GRU,0.01,0.01,0.01,0.01,0.0,0.02,0.02,0.02,0.03,0.02,0.0,0.02,0.07,0.01,0.04,0.09,0.08,0.11,0.04,0.2,72.7,PatchTST
2024-09-06,72.39,73.59,74.06,77.27,73.28,72.31,72.97,58.13,73.63,74.73,74.2,75.51,72.8,73.56,73.14,75.05,80.41,78.94,72.95,74.5,71.06,72.95,73.63,TiDE,GRU,0.03,0.03,0.04,0.03,0.03,0.02,0.04,0.04,0.06,0.04,0.02,0.02,0.05,0.04,0.05,0.11,0.09,0.13,0.06,0.18,72.31,TSMixerx
2024-09-09,71.08,72.12,72.17,74.71,72.07,70.85,71.73,58.13,71.94,73.85,73.4,73.57,71.88,71.82,71.46,74.35,80.1,77.38,71.61,72.87,71.84,71.46,72.07,NLinear,TSMixer,0.01,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.03,0.0,0.01,0.0,0.01,0.0,0.03,0.08,0.04,0.11,0.02,0.19,71.82,DLinear
2024-09-10,73.01,72.68,73.2,75.11,72.29,71.72,72.13,58.13,72.62,73.66,74.28,74.19,73.3,72.54,72.04,73.9,79.79,78.54,72.08,73.11,69.19,72.04,72.62,NLinear,GRU,0.04,0.04,0.05,0.04,0.04,0.04,0.07,0.05,0.07,0.06,0.06,0.06,0.06,0.05,0.06,0.14,0.09,0.15,0.07,0.16,71.72,TSMixerx
2024-09-11,68.98,69.03,69.99,73.17,70.55,70.97,70.36,58.13,69.71,72.95,73.37,70.96,69.36,70.5,69.9,71.45,79.5,75.13,70.1,71.53,70.61,69.71,70.55,GRU,TSMixer,0.01,0.01,0.01,0.0,0.0,0.01,0.04,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.03,0.06,0.04,0.13,0.0,0.18,70.55,TSMixer
2024-09-12,68.93,66.91,71.93,73.61,70.61,72.13,70.79,58.13,71.21,72.99,72.75,72.38,70.52,70.89,71.06,72.05,79.15,75.36,70.99,72.19,71.97,70.61,71.21,TSMixer,GRU,0.01,0.01,0.01,0.02,0.02,0.0,0.01,0.02,0.0,0.0,0.04,0.02,0.0,0.07,0.01,0.05,0.02,0.1,0.01,0.19,71.93,LSTM
2024-09-13,71.77,69.1,73.41,73.95,71.59,72.9,72.03,58.13,72.58,73.25,72.3,74.19,72.18,71.27,72.18,73.05,78.8,75.84,71.72,70.77,71.61,71.59,72.58,TSMixer,GRU,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.02,0.03,0.0,0.01,0.01,0.04,0.02,0.06,0.03,0.1,0.04,0.19,71.59,TSMixer
2024-09-16,71.81,66.98,72.88,74.15,71.64,73.05,71.09,58.13,72.15,73.2,71.7,73.83,73.8,70.68,71.47,73.17,78.54,73.95,71.53,70.88,72.75,71.09,72.15,PatchTST,GRU,0.02,0.02,0.01,0.02,0.02,0.0,0.01,0.03,0.01,0.0,0.01,0.01,0.03,0.08,0.01,0.02,0.02,0.08,0.01,0.2,72.88,LSTM
2024-09-17,72.31,69.3,74.23,74.26,72.63,73.56,72.37,58.13,73.24,73.63,71.61,75.07,72.9,72.57,72.46,74.09,78.29,73.82,72.29,73.63,73.7,72.29,73.24,TiDE,GRU,0.02,0.02,0.01,0.01,0.02,0.0,0.03,0.02,0.01,0.01,0.02,0.01,0.0,0.06,0.0,0.0,0.01,0.06,0.02,0.21,73.63,TCN
2024-09-18,72.37,70.85,75.23,73.76,73.34,73.9,74.02,58.13,74.13,73.97,72.07,76.38,73.22,73.58,73.21,74.43,78.1,75.57,73.08,71.82,73.65,73.08,74.13,TiDE,GRU,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.02,0.02,0.01,0.02,0.04,0.0,0.03,0.0,0.06,0.04,0.21,73.58,DLinear
2024-09-19,73.86,72.69,75.09,74.79,73.71,74.36,73.76,58.13,74.08,74.1,72.14,76.35,75.52,73.5,73.67,73.65,77.91,77.16,73.42,74.3,74.88,73.42,74.08,TiDE,GRU,0.02,0.02,0.01,0.02,0.01,0.01,0.04,0.02,0.02,0.0,0.01,0.01,0.01,0.03,0.01,0.03,0.0,0.04,0.02,0.22,74.79,iTransformer
2024-09-20,74.29,73.76,76.5,75.13,74.69,74.9,74.59,58.13,75.29,74.62,73.77,77.65,74.4,74.07,74.56,74.78,77.73,77.99,74.79,75.24,74.49,74.56,75.29,NLinear,GRU,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.03,0.0,0.0,0.01,0.01,0.0,0.05,0.01,0.04,0.04,0.22,74.56,NLinear
2024-09-23,72.93,71.4,75.98,74.74,74.78,75.37,74.34,58.13,74.93,74.59,73.97,77.48,73.8,74.66,74.3,74.69,77.57,77.05,74.54,73.45,73.21,74.3,74.93,NLinear,GRU,0.01,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.04,0.0,0.01,0.0,0.02,0.02,0.05,0.02,0.06,0.06,0.21,73.45,DeepNPTS
2024-09-24,72.28,72.6,74.52,74.1,74.01,75.31,73.19,58.13,73.78,74.18,73.6,75.98,72.49,74.37,73.43,73.86,77.43,75.5,73.61,73.29,74.47,73.19,74.01,PatchTST,TSMixer,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.0,0.03,0.03,0.02,0.03,0.0,0.01,0.01,0.04,0.02,0.22,74.52,LSTM
2024-09-25,74.28,73.13,76.07,74.43,74.29,75.67,74.63,58.13,75.03,74.37,74.49,77.34,74.33,74.26,74.7,75.34,77.34,75.54,74.24,74.86,72.9,74.24,75.03,TiDE,GRU,0.02,0.02,0.03,0.02,0.02,0.04,0.02,0.02,0.03,0.04,0.02,0.02,0.03,0.0,0.02,0.04,0.02,0.06,0.06,0.2,73.13,Informer
2024-09-26,73.59,72.58,74.17,73.36,73.57,74.34,72.66,58.13,73.54,73.85,73.61,75.72,73.21,72.89,73.67,73.07,77.13,74.96,73.01,73.97,71.09,72.66,73.67,PatchTST,NLinear,0.04,0.03,0.03,0.03,0.02,0.05,0.04,0.03,0.03,0.04,0.04,0.03,0.04,0.02,0.04,0.05,0.03,0.08,0.07,0.18,72.58,Informer
2024-09-27,73.06,73.39,72.17,72.25,72.04,72.59,71.93,58.13,71.78,73.02,72.83,73.28,73.05,71.92,71.5,71.15,76.93,76.19,71.98,74.46,71.54,71.5,72.04,NLinear,TSMixer,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.04,0.03,0.02,0.06,0.01,0.08,0.02,0.19,71.5,NLinear
2024-09-30,73.48,72.99,72.85,72.62,71.94,72.61,71.38,58.13,72.26,72.85,72.48,73.73,72.94,71.62,71.73,71.46,76.82,77.63,71.56,74.2,71.7,71.38,72.26,PatchTST,GRU,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.02,0.02,0.02,0.03,0.02,0.02,0.08,0.01,0.07,0.03,0.19,71.73,NLinear
2024-10-01,72.31,72.77,73.01,73.16,72.0,72.18,71.53,58.13,72.39,72.78,72.44,74.02,72.23,72.11,71.88,71.53,76.72,76.0,71.93,72.8,73.56,71.53,72.39,PatchTST,GRU,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.01,0.01,0.01,0.03,0.01,0.04,0.01,0.21,73.16,iTransformer
2024-10-02,74.69,72.38,75.15,73.88,73.4,73.89,73.44,58.13,74.1,73.36,73.24,76.17,74.19,71.95,73.61,73.56,76.65,77.14,73.38,72.67,73.9,73.38,74.1,TiDE,GRU,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.03,0.0,0.02,0.01,0.0,0.02,0.02,0.01,0.04,0.0,0.04,0.03,0.21,73.89,TSMixerx
2024-10-03,73.42,73.6,75.4,73.74,74.09,73.94,73.69,58.13,74.36,73.74,73.63,76.59,73.35,72.47,73.73,74.09,76.53,75.64,73.8,73.04,77.62,73.69,74.36,PatchTST,GRU,0.05,0.05,0.04,0.05,0.05,0.05,0.05,0.07,0.05,0.03,0.05,0.06,0.06,0.05,0.05,0.03,0.05,0.01,0.01,0.25,76.59,DilatedRNN
2024-10-04,76.2,76.15,79.33,76.2,76.58,77.09,77.59,58.13,77.73,75.52,76.16,80.28,75.87,76.36,77.14,74.93,76.48,78.66,77.23,76.0,78.05,76.58,77.73,TSMixer,GRU,0.01,0.01,0.0,0.02,0.01,0.01,0.02,0.02,0.04,0.02,0.02,0.03,0.03,0.02,0.03,0.01,0.02,0.02,0.03,0.26,77.73,GRU
2024-10-07,76.87,76.4,79.55,76.32,77.73,78.31,77.78,58.13,78.06,76.12,77.31,80.98,77.41,76.35,78.13,76.24,76.43,77.92,77.83,76.72,80.93,77.73,78.13,TSMixer,NLinear,0.03,0.04,0.04,0.04,0.04,0.03,0.04,0.06,0.06,0.02,0.05,0.04,0.05,0.06,0.06,0.04,0.06,0.06,0.0,0.28,80.98,DilatedRNN
2024-10-08,78.97,77.61,82.07,78.25,79.8,81.06,79.67,58.13,80.59,77.82,78.95,83.76,79.91,79.72,80.54,76.91,76.37,79.75,80.4,78.5,77.18,79.67,80.59,PatchTST,GRU,0.04,0.04,0.04,0.03,0.03,0.05,0.02,0.03,0.0,0.06,0.02,0.04,0.02,0.01,0.01,0.03,0.01,0.01,0.09,0.25,76.91,TFT
2024-10-09,76.71,76.67,78.46,76.33,78.15,78.31,76.89,58.13,77.39,77.15,77.42,80.54,76.75,77.71,77.49,76.47,76.25,77.65,77.74,77.09,76.58,76.89,78.15,PatchTST,TSMixer,0.01,0.02,0.01,0.02,0.0,0.02,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.05,0.24,76.67,Informer
2024-10-10,74.71,75.87,78.09,75.63,76.95,77.54,76.65,58.13,77.17,76.72,76.6,79.78,76.4,76.52,76.86,76.52,76.15,77.29,76.88,76.3,79.4,76.65,77.17,PatchTST,GRU,0.03,0.03,0.03,0.03,0.03,0.02,0.04,0.04,0.04,0.02,0.06,0.04,0.04,0.04,0.03,0.03,0.05,0.04,0.0,0.27,79.78,DilatedRNN
2024-10-11,78.1,78.02,80.83,76.64,78.73,80.42,79.59,58.13,79.65,77.49,79.02,82.63,78.76,79.2,79.45,78.02,76.08,79.11,79.0,79.38,79.04,78.73,79.65,TSMixer,GRU,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.01,0.02,0.01,0.0,0.0,0.01,0.02,0.0,0.03,0.04,0.05,0.26,79.02,BiTCN
2024-10-14,79.31,78.45,80.38,77.33,79.12,80.61,79.91,58.13,79.25,77.22,79.24,82.59,80.09,78.34,79.16,78.15,76.06,79.25,79.23,79.04,77.46,79.12,79.91,TSMixer,PatchTST,0.02,0.02,0.02,0.02,0.03,0.04,0.02,0.01,0.01,0.04,0.02,0.03,0.02,0.01,0.0,0.02,0.0,0.02,0.07,0.25,77.33,iTransformer
2024-10-15,79.06,78.45,78.88,76.58,77.99,79.68,77.9,58.13,77.91,76.95,78.16,80.93,78.44,78.17,77.41,77.17,76.05,78.77,78.08,77.44,74.25,77.41,78.08,NLinear,TiDE,0.04,0.05,0.05,0.05,0.05,0.07,0.05,0.05,0.04,0.06,0.06,0.06,0.04,0.06,0.04,0.06,0.03,0.02,0.09,0.22,76.05,StemGNN
2024-10-16,76.9,76.2,75.49,74.08,75.5,75.63,74.25,58.13,75.15,75.86,74.33,77.56,74.45,76.55,74.97,74.94,75.97,76.42,74.96,74.4,74.22,74.25,75.5,PatchTST,TSMixer,0.01,0.01,0.01,0.02,0.0,0.02,0.0,0.03,0.01,0.02,0.04,0.0,0.0,0.03,0.02,0.03,0.0,0.02,0.04,0.22,74.25,PatchTST
2024-10-17,75.88,75.2,75.71,74.01,74.41,75.85,74.99,58.13,75.18,75.22,73.83,77.35,75.29,74.89,75.46,75.62,75.93,76.84,74.82,75.08,74.45,74.41,75.46,TSMixer,NLinear,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.02,0.02,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.04,0.22,74.41,TSMixer
2024-10-18,74.78,74.61,75.99,73.8,74.54,74.62,73.98,58.13,75.33,74.89,73.79,77.62,74.02,74.37,74.7,75.79,75.85,75.82,74.45,75.27,73.06,73.98,75.33,PatchTST,GRU,0.02,0.02,0.03,0.02,0.01,0.02,0.01,0.02,0.04,0.04,0.02,0.01,0.03,0.02,0.03,0.04,0.01,0.04,0.06,0.2,73.79,BiTCN
2024-10-21,72.49,73.03,74.36,73.46,73.74,72.77,72.76,58.13,73.89,74.32,73.25,75.99,71.82,73.15,72.94,73.13,75.71,74.18,73.58,74.09,74.29,72.76,73.89,PatchTST,GRU,0.02,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.0,0.02,0.03,0.0,0.02,0.0,0.0,0.01,0.02,0.02,0.22,74.32,TCN
2024-10-22,74.15,73.57,75.89,73.65,74.34,74.25,74.57,58.13,75.01,74.71,74.22,77.13,74.49,73.9,74.01,74.77,75.51,74.88,74.53,72.37,76.04,74.01,75.01,NLinear,GRU,0.03,0.02,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.0,0.02,0.02,0.05,0.03,0.02,0.02,0.03,0.01,0.01,0.24,75.89,LSTM
2024-10-23,75.88,75.88,77.72,74.66,75.59,75.3,77.22,58.13,76.56,75.32,75.88,79.01,76.48,75.48,76.09,74.52,75.43,76.53,76.3,73.64,74.96,75.59,77.22,TSMixer,PatchTST,0.02,0.02,0.02,0.01,0.03,0.0,0.01,0.01,0.01,0.04,0.01,0.02,0.02,0.01,0.0,0.02,0.0,0.01,0.05,0.22,74.66,iTransformer
2024-10-24,74.96,75.25,76.42,74.62,74.98,74.94,76.09,58.13,75.5,75.34,75.14,77.97,75.6,74.74,76.03,73.72,75.35,76.01,75.39,74.67,74.03,74.98,76.09,TSMixer,PatchTST,0.03,0.02,0.02,0.01,0.03,0.01,0.02,0.01,0.0,0.03,0.01,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.05,0.21,73.72,TFT
2024-10-25,75.13,75.94,75.42,74.55,74.32,73.34,74.03,58.13,74.65,75.04,73.83,76.84,73.35,74.23,74.21,75.43,75.2,75.26,74.22,73.04,75.63,74.03,74.65,PatchTST,GRU,0.02,0.02,0.01,0.02,0.02,0.03,0.02,0.02,0.0,0.0,0.01,0.03,0.03,0.0,0.01,0.0,0.01,0.01,0.02,0.23,75.43,TFT
2024-10-28,71.62,77.71,77.28,75.05,75.06,74.77,75.24,58.13,76.2,75.4,75.54,78.61,74.3,75.61,75.36,75.33,75.16,75.54,75.05,75.58,71.0,75.05,76.2,TiDE,GRU,0.06,0.06,0.07,0.06,0.06,0.05,0.06,0.06,0.06,0.09,0.01,0.05,0.06,0.09,0.06,0.06,0.06,0.06,0.11,0.18,71.62,NHITS
2024-10-29,71.5,72.21,71.82,72.52,72.63,71.87,72.27,58.13,71.71,74.06,72.45,73.54,73.04,73.55,71.15,72.22,74.99,74.05,71.91,74.4,70.73,71.15,72.63,NLinear,TSMixer,0.01,0.02,0.01,0.03,0.02,0.02,0.02,0.04,0.02,0.02,0.01,0.03,0.05,0.02,0.05,0.05,0.03,0.06,0.04,0.18,71.15,NLinear
2024-10-30,72.69,70.99,71.9,70.13,71.65,71.63,72.57,58.13,71.52,73.37,72.16,72.72,73.33,72.76,70.98,72.35,74.93,74.03,71.81,73.31,72.16,70.98,72.57,NLinear,PatchTST,0.02,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.02,0.02,0.02,0.02,0.03,0.03,0.04,0.01,0.19,72.16,BiTCN
2024-10-31,71.18,73.44,73.6,70.27,72.54,72.95,72.82,58.13,72.92,73.34,72.46,74.67,72.59,72.52,72.75,73.49,74.92,73.85,72.35,73.46,72.81,72.35,72.92,TiDE,GRU,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.01,0.01,0.01,0.01,0.03,0.03,0.03,0.2,72.82,PatchTST
2024-11-01,73.54,72.87,74.27,71.74,73.1,73.62,72.87,58.13,73.46,73.38,73.03,75.53,74.44,72.57,72.94,73.78,74.93,73.84,73.61,74.47,73.1,72.87,73.61,PatchTST,TiDE,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.02,0.01,0.02,0.02,0.0,0.0,0.01,0.02,0.02,0.03,0.2,73.1,TSMixer
2024-11-04,74.22,74.52,74.55,71.74,73.14,72.77,72.7,58.13,73.66,73.51,73.18,75.77,74.52,73.67,73.4,73.67,74.96,74.09,73.28,75.28,75.08,72.7,73.66,PatchTST,GRU,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.02,0.02,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.04,0.0,0.01,0.23,74.96,StemGNN
2024-11-05,75.55,74.99,76.76,72.82,74.3,74.47,74.39,58.13,75.52,74.38,74.15,77.92,74.81,76.0,75.23,75.57,75.04,74.85,74.43,74.61,75.53,74.3,75.52,TSMixer,GRU,0.0,0.01,0.0,0.02,0.02,0.01,0.02,0.01,0.0,0.02,0.0,0.01,0.01,0.01,0.02,0.01,0.04,0.01,0.03,0.23,75.52,GRU
2024-11-06,76.13,77.01,77.11,73.78,74.96,75.09,76.2,58.13,75.91,74.79,75.04,78.5,76.54,75.46,76.07,74.5,75.16,76.3,75.39,75.78,74.92,74.96,76.2,TSMixer,PatchTST,0.02,0.01,0.01,0.0,0.02,0.0,0.0,0.01,0.01,0.03,0.02,0.02,0.01,0.03,0.0,0.02,0.02,0.0,0.05,0.22,74.96,TSMixer
2024-11-07,75.9,75.76,76.41,73.97,74.71,73.49,75.56,58.13,75.36,74.92,74.68,77.79,76.37,73.87,74.29,74.53,75.24,76.68,74.6,74.44,75.63,74.29,75.56,NLinear,PatchTST,0.02,0.01,0.0,0.01,0.0,0.03,0.01,0.02,0.01,0.01,0.0,0.01,0.02,0.0,0.01,0.01,0.02,0.01,0.03,0.23,75.56,PatchTST
2024-11-08,75.25,76.7,77.22,74.68,75.08,75.73,75.4,58.13,76.1,75.33,75.19,78.53,76.97,75.76,75.07,73.75,75.32,77.58,75.48,74.92,73.87,75.07,76.1,NLinear,GRU,0.02,0.02,0.03,0.02,0.02,0.03,0.02,0.03,0.0,0.05,0.02,0.04,0.01,0.04,0.02,0.05,0.01,0.02,0.06,0.21,73.75,TFT
2024-11-11,74.35,73.32,75.19,74.84,74.69,73.74,73.29,58.13,74.45,74.87,73.94,76.84,74.36,73.69,74.2,74.22,75.36,76.12,74.47,74.22,71.83,73.29,74.69,PatchTST,TSMixer,0.03,0.04,0.04,0.04,0.02,0.03,0.03,0.03,0.03,0.05,0.04,0.04,0.03,0.02,0.04,0.06,0.04,0.05,0.07,0.19,73.29,PatchTST
2024-11-12,73.28,72.56,72.95,72.89,72.78,71.76,72.51,58.13,72.59,73.97,72.26,74.21,74.06,72.82,72.05,72.79,75.35,74.5,72.75,73.62,71.89,72.05,72.78,NLinear,TSMixer,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.03,0.02,0.01,0.03,0.04,0.01,0.05,0.03,0.19,71.76,TSMixerx
2024-11-13,73.52,73.04,73.09,72.87,72.61,70.67,72.08,58.71,73.06,73.84,72.25,74.62,73.97,72.76,72.38,73.73,75.25,74.6,72.11,73.56,72.28,72.08,73.06,PatchTST,GRU,0.0,0.0,0.01,0.0,0.0,0.02,0.0,0.01,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0.03,0.01,0.04,0.03,0.19,72.25,BiTCN
2024-11-14,74.27,71.94,73.03,73.15,72.56,71.53,74.24,57.48,72.96,74.12,72.0,74.74,74.53,72.1,71.07,74.33,75.95,75.16,71.87,74.05,72.56,71.07,74.24,NLinear,PatchTST,0.02,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.01,0.02,0.04,0.01,0.05,0.03,0.21,72.56,TSMixer
2024-11-15,74.09,71.95,73.23,72.99,72.74,71.25,74.29,60.04,73.06,73.95,71.82,74.91,74.62,73.0,71.94,74.64,75.57,74.29,71.75,74.21,71.04,71.75,74.29,TiDE,PatchTST,0.01,0.01,0.03,0.02,0.05,0.0,0.01,0.03,0.05,0.03,0.04,0.05,0.04,0.01,0.04,0.05,0.03,0.06,0.05,0.15,71.25,TSMixerx
2024-11-18,71.69,71.97,73.24,73.3,72.74,71.29,72.43,58.08,73.39,73.92,71.68,74.8,71.75,72.77,73.58,74.81,75.58,73.32,71.79,75.22,73.3,71.79,73.58,TiDE,NLinear,0.0,0.02,0.0,0.01,0.01,0.03,0.02,0.01,0.02,0.0,0.02,0.02,0.03,0.02,0.01,0.0,0.0,0.03,0.02,0.21,73.3,iTransformer
2024-11-19,72.14,74.52,74.75,74.21,73.09,75.37,73.71,60.01,73.79,73.81,73.21,75.26,72.49,73.12,73.77,74.19,75.17,72.98,73.39,72.6,,,,,,,,,,,,,,,,,,,,,,,,,,,
2024-11-20,73.06,74.6,74.77,74.35,73.34,75.78,74.26,60.59,74.08,74.0,73.37,75.57,72.19,72.98,74.2,74.92,75.06,73.34,73.8,73.2,,,,,,,,,,,,,,,,,,,,,,,,,,,
2024-11-21,73.53,74.56,74.66,74.69,73.75,75.53,75.42,59.35,73.96,74.02,73.7,75.68,73.03,73.77,75.2,75.36,75.81,74.11,74.5,72.86,,,,,,,,,,,,,,,,,,,,,,,,,,,
2024-11-22,74.3,74.59,74.84,74.49,73.87,76.1,75.41,61.94,74.07,73.84,73.99,75.85,73.61,74.12,74.65,75.63,75.41,74.62,74.92,73.25,,,,,,,,,,,,,,,,,,,,,,,,,,,
2024-11-25,74.76,74.36,74.82,74.88,73.61,75.95,75.61,59.96,74.3,73.93,73.81,75.76,73.68,74.55,73.03,75.77,75.41,75.13,74.15,72.72,,,,,,,,,,,,,,,,,,,,,,,,,,,