PriceForecast/yuanyoudataset/df_combined3.csv
2024-11-19 14:39:53 +08:00

55 KiB

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612024-05-0683.9985.5883.6386.5383.4681.9582.8358.1383.3681.9184.287.6483.2383.7783.5984.2887.7384.2183.4984.9183.3381.9187.64TCNDilatedRNN0.00.00.00.00.010.020.010.010.010.00.010.00.020.030.020.010.040.050.050.383.36GRU
622024-05-0783.6287.0283.9586.8783.5181.2283.258.1383.5781.8384.0487.8383.4984.1383.2684.3887.7484.7383.584.5883.1681.2287.74TSMixerxStemGNN0.00.00.00.00.00.020.010.010.010.010.010.00.020.050.020.020.040.060.060.383.2PatchTST
632024-05-0883.1286.0783.7887.6683.3682.8383.4858.1383.3481.6983.6987.5383.8384.283.184.387.7585.383.2783.7683.5881.6987.66TCNiTransformer0.010.00.00.00.00.010.00.010.010.00.010.00.00.030.020.020.050.050.050.383.48PatchTST
642024-05-0982.6386.9484.1388.1583.5483.0483.6758.1383.6381.8184.1187.8483.7984.2183.3984.4587.7786.0783.6483.5683.8881.8187.84TCNDilatedRNN0.010.00.00.00.00.010.00.00.010.00.010.00.00.040.020.030.050.050.050.3183.79MLP
652024-05-1082.9586.5484.3688.3284.0184.3483.8858.1383.8281.9184.2788.083.3183.5784.4784.587.7786.4184.1183.7482.7981.9188.0TCNDilatedRNN0.020.020.010.010.010.020.020.010.020.020.00.010.010.050.010.040.070.060.060.382.95NHITS
662024-05-1383.2186.3383.4487.4183.4483.1982.8658.1382.981.5683.9287.0282.8682.9582.6883.787.7384.9283.3283.8383.3681.5687.41TCNiTransformer0.010.00.010.00.010.00.010.00.00.00.00.010.010.040.020.020.050.050.040.383.32TiDE
672024-05-1484.4585.983.9687.383.6283.5483.3158.1383.4281.6883.9487.4384.5183.7883.3683.9287.6985.3483.5184.1782.3881.6887.43TCNDilatedRNN0.010.010.010.020.010.010.020.020.020.020.030.030.020.040.010.040.060.060.060.2981.68TCN
682024-05-1583.1183.683.1286.2683.1183.3182.7958.1382.5781.2883.6986.5783.9282.8882.8283.6687.6184.7282.8283.8882.7581.2886.57TCNDilatedRNN0.00.00.00.00.00.010.010.00.010.00.00.010.010.010.020.020.040.060.050.382.79PatchTST
692024-05-1683.3783.9883.4686.7583.1883.2783.0758.1382.8981.2783.6186.8384.5883.2482.9183.7287.5285.0683.1783.3483.2781.2786.83TCNDilatedRNN0.00.00.00.00.00.00.00.00.010.00.00.020.00.010.020.020.040.050.040.383.27TSMixerx
702024-05-1782.3684.3283.8887.3383.4983.7783.1658.1383.2881.3883.3887.2983.0683.283.583.7487.4885.1783.2683.383.9881.3887.33TCNiTransformer0.010.010.010.010.010.00.010.010.00.00.020.010.010.00.030.010.040.040.040.3183.88LSTM
712024-05-2083.484.4384.4588.6283.9884.1783.6258.1383.8181.5783.6387.9882.8484.183.7284.0487.4685.3483.9282.983.7181.5787.98TCNDilatedRNN0.00.00.00.00.00.010.00.00.00.010.00.010.010.010.030.020.060.040.050.3183.72NLinear
722024-05-2183.8584.6384.288.4783.9784.3283.4358.1383.5881.5883.7887.7683.0583.9283.983.5687.4484.6483.7283.6682.8881.5887.76TCNDilatedRNN0.010.010.010.010.010.020.010.010.010.020.010.00.010.020.020.020.070.060.060.383.05MLP
732024-05-2283.0784.0883.5288.183.4983.9182.7958.1382.9481.2783.7287.0381.7383.7883.0982.6987.3884.1683.183.6181.981.2787.38TCNStemGNN0.010.010.010.020.010.020.020.020.010.020.010.00.020.030.010.030.080.070.060.2981.73MLP
742024-05-2382.2683.0382.7486.9582.7883.1982.4258.1382.1880.8483.4886.0582.782.6682.3981.8887.3283.3382.5283.7481.3680.8486.95TCNiTransformer0.010.010.010.020.010.020.030.020.010.020.010.020.030.020.010.020.070.070.060.2980.84TCN
752024-05-2481.5381.4382.3285.4882.1882.2681.8458.1381.7580.3983.1285.4581.6881.7181.8381.3287.2582.0682.0482.9181.8480.3985.48TCNiTransformer0.00.00.00.00.00.010.020.00.010.010.00.00.010.010.020.00.040.070.040.2981.84PatchTST
762024-05-2781.6281.4582.7484.8682.2482.4782.3758.1382.1280.3483.1285.8382.2381.9981.9281.2587.1481.8282.4182.0182.8880.3485.83TCNDilatedRNN0.010.010.010.010.010.00.00.010.020.00.020.010.010.020.030.010.020.050.040.382.74LSTM
772024-05-2882.5582.1483.5985.3483.0283.5782.6158.1382.9180.6683.2786.7981.8282.5283.0282.1787.0482.4282.9281.8383.9480.6686.79TCNDilatedRNN0.010.010.010.010.020.00.010.020.020.00.020.030.030.020.040.020.020.040.030.3183.59LSTM
782024-05-2983.9283.2384.4286.9183.6784.1683.8458.1383.7181.1183.5887.7783.9283.2583.9484.2286.9184.5283.8682.9583.4381.1186.91TCNiTransformer0.010.010.00.00.00.010.00.00.010.010.010.010.010.00.030.010.040.040.050.383.58BiTCN
792024-05-3083.2282.083.9686.4883.5183.782.9858.1383.2781.1682.9987.3883.4383.183.4683.3986.7583.9383.0983.3381.8881.1686.75TCNStemGNN0.020.010.020.020.010.020.010.010.020.030.020.020.020.00.010.030.060.060.070.2982.0Informer
802024-05-3181.9180.5382.6985.5982.3982.7282.0658.1382.0680.7981.9585.9482.9882.182.3381.7986.5282.6282.0983.081.1180.5385.94InformerDilatedRNN0.010.010.010.020.010.020.010.010.010.020.010.020.020.010.00.020.060.070.060.2880.79TCN
812024-06-0380.4379.8182.185.0581.6782.1981.0958.1381.5180.3281.2885.1480.6681.7681.2881.3886.2580.8281.2282.6378.3681.2285.14TiDEDilatedRNN0.040.040.040.040.030.050.040.040.040.050.030.030.050.020.020.030.090.10.090.2679.81Informer
822024-06-0477.8878.179.6883.179.879.6879.158.1379.1579.2980.2582.477.7179.5578.6780.0585.9777.8579.381.8877.5279.383.1TiDEiTransformer0.010.020.020.030.020.030.040.030.030.030.00.00.060.010.020.00.070.110.060.2577.71MLP
832024-06-0577.1777.9479.0180.0478.7677.7679.1758.1378.4578.5480.0181.3477.4678.6477.6779.585.7276.3978.3881.1678.4176.3981.34MLPMultivariateDilatedRNN0.010.00.00.00.010.010.020.00.010.010.020.010.040.010.00.030.020.090.040.2678.38TiDE
842024-06-0678.0178.7779.9178.6579.1878.9579.3758.1379.1378.4180.3582.1377.5978.4578.8179.6885.4277.4378.9278.779.8777.4382.13MLPMultivariateDilatedRNN0.010.010.010.010.010.010.010.020.00.00.020.030.010.010.020.030.020.070.030.2779.91LSTM
852024-06-0779.5779.681.1780.0380.0580.3180.1358.1380.2378.6380.583.5379.679.4780.2980.1585.1680.0480.1778.7979.6278.6383.53TCNDilatedRNN0.010.010.010.010.010.010.010.00.010.020.00.00.010.00.010.010.010.070.050.2779.6Informer
862024-06-1079.9279.4480.8780.0579.9780.479.5258.1379.978.6680.3383.2680.2879.6979.8679.8484.8580.1779.7179.281.6378.6683.26TCNDilatedRNN0.020.020.020.020.030.020.020.020.020.010.020.020.030.030.040.020.020.040.020.2980.87LSTM
872024-06-1181.3480.482.6180.8580.9581.8581.4358.1381.6179.4480.7485.181.1981.2681.7681.1684.5981.3880.8980.2581.9279.4484.59TCNStemGNN0.00.010.00.010.010.00.010.010.010.010.010.010.020.020.030.010.010.030.040.2981.85TSMixerx
882024-06-1281.4680.7782.7781.7181.5882.1681.7958.1381.8179.7180.9585.4981.7581.5382.0181.6984.3382.081.4881.382.679.7184.33TCNStemGNN0.010.010.010.010.010.010.020.010.010.00.010.010.020.020.040.010.010.020.040.382.77LSTM
892024-06-1381.5881.7183.3282.2782.2582.1882.3358.1382.4180.1781.6486.1782.0581.682.2682.2184.1982.1382.2882.4882.7580.1784.19TCNStemGNN0.010.010.00.010.010.010.010.010.010.010.010.010.00.010.030.010.010.020.040.382.48DeepNPTS
902024-06-1481.1881.2683.4382.2382.6482.482.5358.1382.5980.4282.0686.3982.5982.1982.4282.5984.0682.6882.7282.8282.6280.4284.06TCNStemGNN0.00.00.00.00.00.00.010.010.00.010.020.00.00.020.030.00.00.020.050.382.64TSMixer
912024-06-1782.1981.083.3282.5782.7582.482.6358.1382.5480.5282.3186.3982.6982.3382.4482.0383.9182.8782.8882.6984.2580.5286.39TCNDilatedRNN0.020.020.020.020.020.020.020.020.030.010.020.020.020.040.040.020.020.00.030.3183.91StemGNN
922024-06-1884.1182.1984.6883.2583.6683.3984.258.1383.9381.1683.4687.983.9483.2784.2585.6483.8284.3384.1282.4885.3381.1685.64TCNTFT0.010.010.020.020.010.020.020.020.00.010.010.020.030.040.050.010.020.020.030.3285.64TFT
932024-06-1985.283.4685.5383.3784.7184.8185.0158.1384.7581.6684.3889.0385.1184.5884.985.9383.7484.9884.5684.285.0781.6685.93TCNTFT0.00.010.00.00.00.00.010.010.010.010.00.00.010.020.040.00.020.020.050.3285.11MLP
942024-06-2085.4483.9485.2982.884.7485.8484.7158.1384.5681.884.6488.9985.7784.7485.0785.8883.6785.3184.684.9985.7181.885.88TCNTFT0.010.010.010.010.010.00.010.010.00.00.00.00.010.020.050.00.030.020.040.3285.77MLP
952024-06-2185.4584.1885.8382.5585.1386.7484.758.1385.1782.1485.0589.685.8485.185.1885.7283.5985.0684.7385.6984.3382.1486.74TCNTSMixerx0.010.00.010.010.00.030.010.010.020.020.010.020.020.00.030.010.020.010.060.3184.18Informer
962024-06-2484.1382.5884.6782.4684.5585.8883.958.1384.1281.6584.6588.5284.3584.6384.2583.5383.4484.0584.2384.3285.1581.6585.88TCNTSMixerx0.010.010.010.010.010.010.010.010.020.010.010.010.010.030.040.010.030.020.040.3284.67LSTM
972024-06-2585.684.4885.4182.6685.086.4285.0258.1384.8881.9385.3289.2185.7484.4185.2984.4783.3684.4385.0685.1384.2281.9386.42TCNTSMixerx0.010.010.010.010.010.030.010.00.00.010.020.020.010.00.030.00.020.010.060.3184.41DLinear
982024-06-2685.1583.7184.6182.9984.9485.4884.3658.1384.1381.584.8888.4385.0883.7784.5183.5383.2884.3584.8384.8784.4781.585.48TCNTSMixerx0.00.00.00.010.00.010.00.010.010.00.010.010.00.010.040.00.020.010.050.3184.51NLinear
992024-06-2784.2783.8484.8583.0784.885.1784.4758.1384.3781.6684.8388.6384.0284.1684.8384.0983.3184.1885.0384.1685.2681.6688.63TCNDilatedRNN0.010.00.010.010.010.00.010.010.010.00.010.010.010.020.040.010.030.020.040.3285.17TSMixerx
1002024-06-2884.283.1885.583.4685.2485.2185.7358.1384.9781.9285.0789.383.7784.8285.5484.6383.3784.4785.4984.0685.081.9285.73TCNPatchTST0.010.010.00.00.010.00.00.00.00.010.010.010.010.020.040.010.020.020.050.3284.97GRU
1012024-07-0184.3983.0485.2682.8485.085.0884.9258.1384.7281.9584.8389.284.0985.1385.4884.683.4384.2385.2284.7186.681.9589.2TCNDilatedRNN0.010.020.020.020.020.020.020.020.020.020.030.030.020.040.050.030.040.040.030.3385.48NLinear
1022024-07-0285.2683.7386.5683.5385.9786.1885.8158.1385.9982.6885.790.5184.9985.9586.5485.8783.5484.8486.1686.586.2482.6886.56TCNLSTM0.00.00.00.00.00.00.010.00.00.00.010.010.00.030.040.020.030.030.050.3386.18TSMixerx
1032024-07-0385.0984.3186.2483.9286.1385.7985.8758.1385.6682.6985.9290.3885.1285.5986.0685.3583.6485.1186.1786.2487.3482.6990.38TCNDilatedRNN0.010.010.020.010.020.020.020.020.020.010.030.030.010.030.050.030.040.040.030.3386.24DeepNPTS
1042024-07-0484.9886.6487.1384.9686.9787.4586.7858.1386.5683.3286.9191.3485.887.0786.9585.4283.7785.9287.1387.3487.4383.3287.45TCNTSMixerx0.010.00.010.010.010.00.010.00.020.00.030.020.00.010.050.020.030.040.040.3487.45TSMixerx
1052024-07-0586.9788.3287.1886.4187.5888.0687.7858.1386.6383.587.8291.5187.787.0887.6885.583.8987.187.887.4386.5483.588.32TCNInformer0.010.010.00.010.010.020.010.010.010.010.00.010.010.020.040.010.00.030.060.3386.63GRU
1062024-07-0887.4686.6786.4786.7387.1887.6487.4258.1386.083.387.7390.9188.486.9486.8985.0384.087.0787.4186.5485.7583.388.4TCNMLP0.010.020.00.020.020.020.020.010.010.010.020.030.010.010.030.020.010.020.060.3286.0GRU
1072024-07-0986.7586.3685.8786.2186.4686.2786.8958.1385.583.0287.290.286.8986.8186.3386.4384.0886.486.6285.7584.6683.0287.2TCNBiTCN0.020.020.010.020.030.020.030.030.020.010.020.030.010.020.020.020.020.010.070.3184.08StemGNN
1082024-07-1085.9484.3684.9985.0885.385.3585.8458.1384.6982.4286.0989.2885.485.8385.2186.0284.1386.085.4184.6685.0882.4286.09TCNBiTCN0.00.00.00.00.010.00.010.010.010.00.010.00.00.010.030.010.00.010.050.3285.08iTransformer
1092024-07-1185.3284.9585.3784.2185.185.4185.3158.1385.0382.485.7789.5685.3485.9185.3686.1284.285.3585.3485.0885.482.486.12TCNTFT0.00.00.00.00.00.00.00.010.010.00.00.00.00.010.040.00.010.010.050.3285.41TSMixerx
1102024-07-1286.5985.5885.6183.8685.2685.4485.2858.1385.282.3585.789.8286.4185.6685.5485.9384.2685.5685.2985.485.0382.3586.59TCNNHITS0.010.00.00.00.00.00.010.010.010.010.020.020.00.010.030.010.010.010.060.3285.2GRU
1112024-07-1585.2584.5685.2983.2985.0185.1684.6458.1384.8682.3385.489.4785.4385.0584.8485.0684.2984.185.0485.0284.8582.3385.43TCNMLP0.00.00.00.00.00.00.010.00.00.010.00.010.00.00.030.010.020.010.050.3184.86GRU
1122024-07-1685.5884.6885.1583.5784.8485.2885.0258.1384.7282.3285.0589.2285.4185.385.2183.9684.3284.5685.0484.7483.7382.3285.58TCNNHITS0.020.020.010.010.020.020.020.020.00.020.020.020.010.010.020.010.00.010.070.3183.57iTransformer
1132024-07-1783.2683.8484.2283.4984.0584.6884.0358.1383.8381.8884.1388.1983.6684.2784.1483.3184.3483.8884.2883.9785.0881.8888.19TCNDilatedRNN0.010.010.010.010.010.00.010.010.020.010.020.020.010.010.040.010.020.010.040.3284.68TSMixerx
1142024-07-1885.0385.3885.3784.0584.9985.085.8658.1384.9282.2785.1889.2684.7385.0685.2783.8884.4285.1385.1584.9585.1182.2785.86TCNPatchTST0.00.00.00.00.010.00.00.00.010.00.00.00.00.00.030.00.010.010.050.3285.13MLPMultivariate
1152024-07-1986.0785.085.3684.7585.1785.0785.9158.1384.8482.2285.3289.3285.8485.285.0383.2184.5185.8785.4685.1482.6382.2286.07TCNNHITS0.030.030.030.030.040.030.030.030.010.030.040.040.030.030.010.040.030.020.080.382.22TCN
1162024-07-2284.2480.2383.2883.2583.5182.3382.9658.1382.8481.6783.1687.1183.7383.8282.682.3184.5283.9183.3382.2982.480.2384.52InformerStemGNN0.00.010.010.010.010.00.010.020.00.010.020.020.00.030.010.020.010.030.060.2982.33TSMixerx
1172024-07-2383.8681.4383.1880.1982.7581.0282.758.1382.7981.3882.4886.6782.5983.4382.882.2584.5182.7482.980.6281.0180.1984.51iTransformerStemGNN0.020.020.020.020.020.00.020.030.020.030.040.020.00.010.00.020.010.040.070.2881.02TSMixerx
1182024-07-2481.1679.4782.0179.3681.6279.6881.6758.1381.5680.6981.4585.3680.882.2681.6581.7284.4581.5481.5680.0380.8279.3684.45iTransformerStemGNN0.010.010.010.010.010.010.010.020.010.010.00.00.010.020.00.010.020.040.060.2880.8MLP
1192024-07-2579.0980.9881.979.2781.2379.4281.1258.1381.3680.2681.0485.0180.6181.2581.1381.884.481.0981.0781.1281.3979.0984.4NHITSStemGNN0.00.00.00.00.00.020.00.00.00.010.030.010.00.00.010.00.030.040.040.2981.36GRU
1202024-07-2680.5680.7682.3984.2781.6480.6381.9658.1381.7680.281.7385.4581.5781.9681.3482.2384.3981.7681.4682.2780.2880.284.39TCNStemGNN0.010.010.020.020.020.00.020.020.020.030.00.020.020.010.00.020.050.050.060.2880.2TCN
1212024-07-2980.8982.3781.484.2881.1981.0681.2158.1380.7179.8281.5484.3780.9381.5680.6781.5184.3881.2780.9781.3879.0580.9784.37TiDEDilatedRNN0.020.020.020.030.030.030.030.030.030.030.020.020.030.040.010.030.070.070.070.2679.82TCN
1222024-07-3080.5482.7880.3584.1780.1280.8180.6958.1379.6679.3281.2782.9680.9580.9379.7180.9484.3881.2180.1781.3978.0780.1784.17TiDEiTransformer0.020.030.020.030.030.040.040.040.040.030.030.040.040.060.020.040.080.080.060.2679.32TCN
1232024-07-3178.8982.679.584.3378.9979.6379.1658.1378.8178.7680.6581.8679.2179.6178.7480.7184.3979.8578.9780.5780.8478.7484.33NLineariTransformer0.030.020.030.020.020.020.00.020.00.020.020.020.00.020.030.010.040.040.010.2880.71TFT
1242024-08-0180.0682.3682.0285.0480.581.281.0958.1381.1379.3681.1684.4379.7980.481.1781.8684.4180.5380.8379.9779.5279.3684.43TCNDilatedRNN0.020.020.020.010.020.020.020.010.030.030.010.00.010.040.00.010.070.060.060.2779.36TCN
1252024-08-0279.3482.1380.7485.2380.1580.1680.0158.1379.8478.9480.983.3279.9879.8679.5981.1584.4180.3780.1479.076.8179.084.41DeepNPTSStemGNN0.040.040.040.040.040.040.050.040.060.050.030.040.030.070.030.050.110.10.080.2478.94TCN
1262024-08-0577.1979.3378.1984.7177.9878.1177.4358.1377.5578.3378.8480.4477.7278.7376.8779.7284.3977.0877.5780.1476.377.5784.39TiDEStemGNN0.010.020.020.020.010.020.030.030.040.020.010.020.050.040.030.010.110.110.050.2476.87NLinear
1272024-08-0675.8278.3677.8384.6376.9177.7476.7458.1377.277.7877.8379.7277.2778.0677.0879.0784.3376.2276.879.7576.4875.8284.33NHITSStemGNN0.010.00.010.010.00.020.020.020.030.020.010.010.040.020.020.00.110.10.040.2476.74PatchTST
1282024-08-0776.2979.2978.0684.3776.8276.9776.558.1377.2977.3777.2179.9477.0276.6576.8578.7384.2675.4576.7277.6178.3375.4584.26MLPMultivariateStemGNN0.020.020.010.020.020.020.010.020.010.00.030.020.010.010.010.040.080.080.020.2678.06LSTM
1292024-08-0877.779.1179.8884.7378.1878.1577.9558.1378.7877.6477.7781.6877.6477.4478.2179.284.1975.7978.1577.579.1675.7984.19MLPMultivariateStemGNN0.010.010.00.010.020.010.020.020.00.010.020.020.020.00.020.040.070.060.030.2779.2TFT
1302024-08-0977.7478.6280.5484.5479.2379.3178.558.1379.3977.9978.7582.5777.1579.0778.2879.1484.1275.9778.9577.9679.6675.9784.12MLPMultivariateStemGNN0.020.010.00.010.010.00.010.010.010.010.020.030.020.010.020.050.060.060.040.2779.39GRU
1312024-08-1278.4778.580.9385.0679.7980.179.4258.1379.7878.3979.5783.0678.1880.079.6179.2584.0677.9579.7379.0382.377.9584.06MLPMultivariateStemGNN0.030.030.030.030.030.030.030.030.040.020.050.050.040.050.050.050.030.020.010.2983.06DilatedRNN
1322024-08-1381.8780.2683.1585.9481.5982.0782.2558.1382.0579.5381.1985.4980.4881.3982.3982.3384.0183.481.7583.180.6979.5385.49TCNDilatedRNN0.020.010.020.010.020.020.010.010.020.030.010.00.030.010.010.030.070.040.060.2880.48MLP
1332024-08-1480.7680.0581.6885.981.0880.8880.6658.1380.6479.2480.5984.2680.3380.3981.1180.4483.8983.7781.0281.2479.7679.2484.26TCNDilatedRNN0.020.020.010.020.010.010.010.010.010.020.010.010.020.00.010.050.080.050.060.2780.05Informer
1342024-08-1579.7180.4580.9585.1580.2280.2379.8258.1380.0279.0579.9483.3279.9379.8180.1579.3783.7782.4579.9978.0681.0478.0683.77DeepNPTSStemGNN0.010.010.010.010.020.010.010.020.020.00.020.010.040.010.020.020.050.030.030.2880.95LSTM
1352024-08-1681.281.3482.1186.0880.9280.9181.1858.1381.2179.380.6484.5880.3280.9280.5480.9383.6482.7580.7481.4879.6879.384.58TCNDilatedRNN0.010.010.020.020.020.020.010.020.020.030.020.010.020.020.00.040.080.050.060.2779.3TCN
1362024-08-1980.080.3280.8786.0280.2680.5480.1558.1379.9978.8980.0283.4780.3280.1279.8679.3483.5383.5280.081.0377.6680.083.53NHITSStemGNN0.030.030.030.030.030.040.030.030.020.040.030.030.040.030.020.080.110.080.070.2578.89TCN
1372024-08-2078.8380.3479.0583.5878.6978.9978.8858.1378.3278.1878.9681.3179.7978.5978.0477.8783.3684.5378.3779.0677.278.3783.58TiDEiTransformer0.010.020.010.020.020.020.020.020.010.020.020.030.020.040.010.090.080.080.050.2577.87TFT
1382024-08-2178.2779.6378.7182.9777.9478.4477.9558.1377.9877.778.1880.7479.8577.2977.7777.4883.2185.3777.5379.5576.0577.783.21TCNStemGNN0.020.020.030.020.020.030.030.020.020.040.030.050.050.050.020.120.090.090.060.2477.29DLinear
1392024-08-2277.6277.0577.5582.6977.077.4576.2658.1376.9377.0477.3479.5777.2976.6876.6976.7283.0485.0476.7177.9177.2276.2683.04PatchTSTStemGNN0.010.010.00.00.010.00.00.010.010.00.010.00.010.00.00.10.070.080.030.2577.29MLP
1402024-08-2377.579.2478.8383.2177.4178.5576.9458.1377.8976.9877.7280.6277.2377.5277.0877.3582.8584.2377.277.3378.1576.9483.21PatchTSTiTransformer0.010.010.00.010.020.010.010.010.010.010.010.010.010.010.010.080.060.060.030.2677.89GRU
1412024-08-2678.3378.5979.6782.9478.3978.9277.4958.1378.5977.2578.2381.5577.7477.8878.1577.9582.6884.7877.8376.4880.3676.4882.94DeepNPTSiTransformer0.030.030.020.020.040.020.030.030.030.010.030.030.050.020.040.060.030.030.010.2879.67LSTM
1422024-08-2779.6781.1281.5982.9780.1880.6980.2158.1380.478.0979.783.6179.6679.1180.480.5982.4986.0480.4679.9778.6678.0983.61TCNDilatedRNN0.020.020.020.020.020.030.010.010.020.040.010.010.020.030.010.090.050.050.060.2679.11DLinear
1432024-08-2878.4179.5179.9682.4579.4180.1979.0558.1378.8977.9279.3682.0778.4477.9478.9378.3682.2883.779.4479.0877.5879.0882.45DeepNPTSiTransformer0.020.020.020.020.020.030.020.00.010.030.010.010.020.020.00.080.060.060.060.2577.92TCN
1442024-08-2978.478.4179.0280.8678.2478.6177.9658.1378.0977.7778.2880.8877.7378.4578.1977.3982.082.8178.2579.2378.8277.3982.0TFTStemGNN0.010.010.010.010.010.00.010.00.020.00.010.010.010.010.010.050.030.040.030.2679.02LSTM
1452024-08-3078.9578.7380.2681.378.779.2379.1758.1379.2277.9178.3982.1379.4278.879.678.5981.7384.9778.9579.6576.9378.9582.13NHITSDilatedRNN0.030.030.030.020.030.030.020.020.020.040.030.030.040.020.010.10.060.060.070.2477.91TCN
1462024-09-0276.8277.1578.3679.0877.6477.5577.2258.1377.5377.2777.0780.4877.976.7777.176.9981.4680.9877.1677.7877.5276.7780.98DLinearMLPMultivariate0.010.00.00.00.00.00.010.010.010.010.010.00.00.00.00.040.020.050.040.2577.53GRU
1472024-09-0378.4577.6279.0781.5477.6877.9378.0258.1378.0977.2976.9780.8778.9578.0976.877.3781.2381.6677.2977.7373.7577.2981.54TCNiTransformer0.040.050.060.050.060.060.040.060.050.070.060.070.050.050.050.110.110.10.10.2176.8NLinear
1482024-09-0475.2973.7374.979.3875.2275.6274.1258.1374.6476.2575.277.1374.9875.574.3375.3680.9880.3774.6877.4972.774.6880.37TiDEMLPMultivariate0.020.030.030.030.020.040.030.040.040.030.040.030.070.010.050.110.090.110.060.273.73Informer
1492024-09-0572.8373.3373.9878.7973.5374.4472.758.1373.775.3374.3575.5174.1574.473.3974.7880.7179.0473.5777.7772.6973.779.04GRUMLPMultivariate0.010.010.010.010.00.020.020.020.030.020.00.020.070.010.040.090.080.110.040.272.7PatchTST
1502024-09-0672.3973.5974.0677.2773.2872.3172.9758.1373.6374.7374.275.5172.873.5673.1475.0580.4178.9472.9574.571.0673.6378.94GRUMLPMultivariate0.030.030.040.030.030.020.040.040.060.040.020.020.050.040.050.110.090.130.060.1872.31TSMixerx
1512024-09-0971.0872.1272.1774.7172.0770.8571.7358.1371.9473.8573.473.5771.8871.8271.4674.3580.177.3871.6172.8771.8470.8577.38TSMixerxMLPMultivariate0.010.00.00.00.00.010.020.00.030.00.010.00.010.00.030.080.040.110.020.1971.82DLinear
1522024-09-1073.0172.6873.275.1172.2971.7272.1358.1372.6273.6674.2874.1973.372.5472.0473.979.7978.5472.0873.1169.1972.6878.54InformerMLPMultivariate0.040.040.050.040.040.040.070.050.070.060.060.060.060.050.060.140.090.150.070.1671.72TSMixerx
1532024-09-1168.9869.0369.9973.1770.5570.9770.3658.1369.7172.9573.3770.9669.3670.569.971.4579.575.1370.171.5370.6168.9875.13NHITSMLPMultivariate0.010.010.010.00.00.010.040.00.010.010.020.020.010.020.030.060.040.130.00.1870.55TSMixer
1542024-09-1268.9366.9171.9373.6170.6172.1370.7958.1371.2172.9972.7572.3870.5270.8971.0672.0579.1575.3670.9972.1971.9766.9175.36InformerMLPMultivariate0.010.010.010.020.020.00.010.020.00.00.040.020.00.070.010.050.020.10.010.1971.93LSTM
1552024-09-1371.7769.173.4173.9571.5972.972.0358.1372.5873.2572.374.1972.1871.2772.1873.0578.875.8471.7270.7771.6169.175.84InformerMLPMultivariate0.010.00.010.00.010.020.010.00.020.030.00.010.010.040.020.060.030.10.040.1971.59TSMixer
1562024-09-1671.8166.9872.8874.1571.6473.0571.0958.1372.1573.271.773.8373.870.6871.4773.1778.5473.9571.5370.8872.7566.9874.15InformeriTransformer0.020.020.010.020.020.00.010.030.010.00.010.010.030.080.010.020.020.080.010.272.88LSTM
1572024-09-1772.3169.374.2374.2672.6373.5672.3758.1373.2473.6371.6175.0772.972.5772.4674.0978.2973.8272.2973.6373.769.375.07InformerDilatedRNN0.020.020.010.010.020.00.030.020.010.010.020.010.00.060.00.00.010.060.020.2173.63TCN
1582024-09-1872.3770.8575.2373.7673.3473.974.0258.1374.1373.9772.0776.3873.2273.5873.2174.4378.175.5773.0871.8273.6570.8576.38InformerDilatedRNN0.010.010.010.00.010.00.020.00.010.020.020.010.020.040.00.030.00.060.040.2173.58DLinear
1592024-09-1973.8672.6975.0974.7973.7174.3673.7658.1374.0874.172.1476.3575.5273.573.6773.6577.9177.1673.4274.374.8872.1477.16BiTCNMLPMultivariate0.020.020.010.020.010.010.040.020.020.00.010.010.010.030.010.030.00.040.020.2274.79iTransformer
1602024-09-2074.2973.7676.575.1374.6974.974.5958.1375.2974.6273.7777.6574.474.0774.5674.7877.7377.9974.7975.2474.4973.7677.73InformerStemGNN0.00.00.010.00.00.010.010.010.00.030.00.00.010.010.00.050.010.040.040.2274.56NLinear
1612024-09-2372.9371.475.9874.7474.7875.3774.3458.1374.9374.5973.9777.4873.874.6674.374.6977.5777.0574.5473.4573.2171.477.48InformerDilatedRNN0.010.020.020.020.020.030.010.020.020.040.00.010.00.020.020.050.020.060.060.2173.45DeepNPTS
1622024-09-2472.2872.674.5274.174.0175.3173.1958.1373.7874.1873.675.9872.4974.3773.4373.8677.4375.573.6173.2974.4772.2875.98NHITSDilatedRNN0.010.010.010.010.020.010.010.00.010.00.030.030.020.030.00.010.010.040.020.2274.52LSTM
1632024-09-2574.2873.1376.0774.4374.2975.6774.6358.1375.0374.3774.4977.3474.3374.2674.775.3477.3475.5474.2474.8672.974.3777.34TCNDilatedRNN0.020.020.030.020.020.040.020.020.030.040.020.020.030.00.020.040.020.060.060.273.13Informer
1642024-09-2673.5972.5874.1773.3673.5774.3472.6658.1373.5473.8573.6175.7273.2172.8973.6773.0777.1374.9673.0173.9771.0973.5475.72GRUDilatedRNN0.040.030.030.030.020.050.040.030.030.040.040.030.040.020.040.050.030.080.070.1872.58Informer
1652024-09-2773.0673.3972.1772.2572.0472.5971.9358.1371.7873.0272.8373.2873.0571.9271.571.1576.9376.1971.9874.4671.5471.1576.19TFTMLPMultivariate0.00.010.00.010.010.010.020.010.010.010.020.020.040.030.020.060.010.080.020.1971.5NLinear
1662024-09-3073.4872.9972.8572.6271.9472.6171.3858.1372.2672.8572.4873.7372.9471.6271.7371.4676.8277.6371.5674.271.771.3876.82PatchTSTStemGNN0.00.00.010.00.00.010.010.00.00.020.020.020.030.020.020.080.010.070.030.1971.73NLinear
1672024-10-0172.3172.7773.0173.1672.072.1871.5358.1372.3972.7872.4474.0272.2372.1171.8871.5376.7276.071.9372.873.5671.5376.0PatchTSTMLPMultivariate0.020.020.020.020.030.020.020.020.030.010.020.020.010.010.010.030.010.040.010.2173.16iTransformer
1682024-10-0274.6972.3875.1573.8873.473.8973.4458.1374.173.3673.2476.1774.1971.9573.6173.5676.6577.1473.3872.6773.971.9576.65DLinearStemGNN0.00.010.00.010.010.00.010.030.00.020.010.00.020.020.010.040.00.040.030.2173.89TSMixerx
1692024-10-0373.4273.675.473.7474.0973.9473.6958.1374.3673.7473.6376.5973.3572.4773.7374.0976.5375.6473.873.0477.6272.4774.09DLinearTSMixer0.050.050.040.050.050.050.050.070.050.030.050.060.060.050.050.030.050.010.010.2576.59DilatedRNN
1702024-10-0476.276.1579.3376.276.5877.0977.5958.1377.7375.5276.1680.2875.8776.3677.1474.9376.4878.6677.2376.078.0574.9379.33TFTLSTM0.010.010.00.020.010.010.020.020.040.020.020.030.030.020.030.010.020.020.030.2677.73GRU
1712024-10-0776.8776.479.5576.3277.7378.3177.7858.1378.0676.1277.3180.9877.4176.3578.1376.2476.4377.9277.8376.7280.9376.1280.98TCNDilatedRNN0.030.040.040.040.040.030.040.060.060.020.050.040.050.060.060.040.060.060.00.2880.98DilatedRNN
1722024-10-0878.9777.6182.0778.2579.881.0679.6758.1380.5977.8278.9583.7679.9179.7280.5476.9176.3779.7580.478.577.1876.3782.07StemGNNLSTM0.040.040.040.030.030.050.020.030.00.060.020.040.020.010.010.030.010.010.090.2576.91TFT
1732024-10-0976.7176.6778.4676.3378.1578.3176.8958.1377.3977.1577.4280.5476.7577.7177.4976.4776.2577.6577.7477.0976.5876.2578.46StemGNNLSTM0.010.020.010.020.00.020.010.010.00.020.00.00.010.00.010.010.00.00.050.2476.67Informer
1742024-10-1074.7175.8778.0975.6376.9577.5476.6558.1377.1776.7276.679.7876.476.5276.8676.5276.1577.2976.8876.379.474.7179.78NHITSDilatedRNN0.030.030.030.030.030.020.040.040.040.020.060.040.040.040.030.030.050.040.00.2779.78DilatedRNN
1752024-10-1178.178.0280.8376.6478.7380.4279.5958.1379.6577.4979.0282.6378.7679.279.4578.0276.0879.1179.079.3879.0476.0880.83StemGNNLSTM0.010.00.010.00.010.020.00.00.010.020.010.00.00.010.020.00.030.040.050.2679.02BiTCN
1762024-10-1479.3178.4580.3877.3379.1280.6179.9158.1379.2577.2279.2482.5980.0978.3479.1678.1576.0679.2579.2379.0477.4676.0680.61StemGNNTSMixerx0.020.020.020.020.030.040.020.010.010.040.020.030.020.010.00.020.00.020.070.2577.33iTransformer
1772024-10-1579.0678.4578.8876.5877.9979.6877.958.1377.9176.9578.1680.9378.4478.1777.4177.1776.0578.7778.0877.4474.2577.4479.68DeepNPTSTSMixerx0.040.050.050.050.050.070.050.050.040.060.060.060.040.060.040.060.030.020.090.2276.05StemGNN
1782024-10-1676.976.275.4974.0875.575.6374.2558.1375.1575.8674.3377.5674.4576.5574.9774.9475.9776.4274.9674.474.2274.0876.9iTransformerNHITS0.010.010.010.020.00.020.00.030.010.020.040.00.00.030.020.030.00.020.040.2274.25PatchTST
1792024-10-1775.8875.275.7174.0174.4175.8574.9958.1375.1875.2273.8377.3575.2974.8975.4675.6275.9376.8474.8275.0874.4573.8376.84BiTCNMLPMultivariate0.010.00.010.00.010.020.010.010.020.020.020.010.010.010.010.030.010.020.040.2274.41TSMixer
1802024-10-1874.7874.6175.9973.874.5474.6273.9858.1375.3374.8973.7977.6274.0274.3774.775.7975.8575.8274.4575.2773.0674.6175.99InformerLSTM0.020.020.030.020.010.020.010.020.040.040.020.010.030.020.030.040.010.040.060.273.79BiTCN
1812024-10-2172.4973.0374.3673.4673.7472.7772.7658.1373.8974.3273.2575.9971.8273.1572.9473.1375.7174.1873.5874.0974.2971.8275.71MLPStemGNN0.020.010.010.010.020.020.010.020.020.00.020.030.00.020.00.00.010.020.020.2274.32TCN
1822024-10-2274.1573.5775.8973.6574.3474.2574.5758.1375.0174.7174.2277.1374.4973.974.0174.7775.5174.8874.5372.3776.0472.3777.13DeepNPTSDilatedRNN0.030.020.010.020.020.020.020.030.020.00.020.020.050.030.020.020.030.010.010.2475.89LSTM
1832024-10-2375.8875.8877.7274.6675.5975.377.2258.1376.5675.3275.8879.0176.4875.4876.0974.5275.4376.5376.373.6474.9673.6477.72DeepNPTSLSTM0.020.020.020.010.030.00.010.010.010.040.010.020.020.010.00.020.00.010.050.2274.66iTransformer
1842024-10-2474.9675.2576.4274.6274.9874.9476.0958.1375.575.3475.1477.9775.674.7476.0373.7275.3576.0175.3974.6774.0373.7276.42TFTLSTM0.030.020.020.010.030.010.020.010.00.030.010.020.010.020.020.030.010.020.050.2173.72TFT
1852024-10-2575.1375.9475.4274.5574.3273.3474.0358.1374.6575.0473.8376.8473.3574.2374.2175.4375.275.2674.2273.0475.6373.0475.94DeepNPTSInformer0.020.020.010.020.020.030.020.020.00.00.010.030.030.00.010.00.010.010.020.2375.43TFT
1862024-10-2871.6277.7177.2875.0575.0674.7775.2458.1376.275.475.5478.6174.375.6175.3675.3375.1675.5475.0575.5871.075.0677.71TSMixerInformer0.060.060.070.060.060.050.060.060.060.090.010.050.060.090.060.060.060.060.110.1871.62NHITS
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1892024-10-3171.1873.4473.670.2772.5472.9572.8258.1372.9273.3472.4674.6772.5972.5272.7573.4974.9273.8572.3573.4672.8170.2774.67iTransformerDilatedRNN0.00.010.00.00.00.00.00.00.010.010.020.00.010.010.010.010.030.030.030.272.82PatchTST
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1952024-11-0875.2576.777.2274.6875.0875.7375.458.1376.175.3375.1978.5376.9775.7675.0773.7575.3277.5875.4874.9273.8773.7577.58TFTMLPMultivariate0.020.020.030.020.020.030.020.030.00.050.020.040.010.040.020.050.010.020.060.2173.75TFT
1962024-11-1174.3573.3275.1974.8474.6973.7473.2958.1374.4574.8773.9476.8474.3673.6974.274.2275.3676.1274.4774.2271.8374.2276.12TFTMLPMultivariate0.030.040.040.040.020.030.030.030.030.050.040.040.030.020.040.060.040.050.070.1973.29PatchTST
1972024-11-1273.2872.5672.9572.8972.7871.7672.5158.1372.5973.9772.2674.2174.0672.8272.0572.7975.3574.572.7573.6271.8971.7674.5TSMixerxMLPMultivariate0.00.010.010.010.010.00.010.010.010.010.020.030.020.010.030.040.010.050.030.1971.76TSMixerx
1982024-11-1373.5273.0473.0972.8772.6170.6772.0858.7173.0673.8472.2574.6273.9772.7672.3873.7375.2574.672.1173.5672.2870.6774.62TSMixerxDilatedRNN0.00.00.010.00.00.020.00.010.020.010.020.020.020.010.020.030.010.040.030.1972.25BiTCN
1992024-11-1474.2771.9473.0373.1572.5671.5374.2457.4872.9674.1272.074.7474.5372.171.0774.3375.9575.1671.8774.0572.5671.0775.16NLinearMLPMultivariate0.020.010.010.00.020.010.010.010.020.010.020.030.020.010.020.040.010.050.030.2172.56TSMixer
2002024-11-1574.0971.9573.2372.9972.7471.2574.2960.0473.0673.9571.8274.9174.6273.071.9474.6475.5774.2971.7574.2171.0472.9974.91iTransformerDilatedRNN0.010.010.030.020.050.00.010.030.050.030.040.050.040.010.040.050.030.060.050.1571.25TSMixerx
2012024-11-1871.6971.9773.2473.372.7471.2972.4358.0873.3973.9271.6874.871.7572.7773.5874.8175.5873.3271.7975.2273.371.2975.22TSMixerxDeepNPTS0.00.020.00.010.010.030.020.010.020.00.020.020.030.020.010.00.00.030.020.2173.3iTransformer
2022024-11-1972.1474.5274.7574.2173.0975.3773.7160.0173.7973.8173.2175.2672.4973.1273.7774.1975.1772.9873.3972.674.2172.98iTransformerMLPMultivariate
2032024-11-2073.0674.674.7774.3573.3475.7874.2660.5974.0874.073.3775.5772.1972.9874.274.9275.0673.3473.873.274.3573.34iTransformerMLPMultivariate
2042024-11-2173.5374.5674.6674.6973.7575.5375.4259.3573.9674.0273.775.6873.0373.7775.275.3675.8174.1174.572.8674.6974.11iTransformerMLPMultivariate
2052024-11-2274.374.5974.8474.4973.8776.175.4161.9474.0773.8473.9975.8573.6174.1274.6575.6375.4174.6274.9273.2574.4974.62iTransformerMLPMultivariate
2062024-11-2574.7674.3674.8274.8873.6175.9575.6159.9674.373.9373.8175.7673.6874.5573.0375.7775.4175.1374.1572.7274.8875.13iTransformerMLPMultivariate