2024-11-19 15:51:58 +08:00
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模型(Model),平均平方误差(MSE),均方根误差(RMSE),平均绝对误差(MAE)
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2024-11-20 10:44:21 +08:00
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NLinear,845.356,29.075,20.267
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RNN,972.286,31.182,22.988
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TiDE,1028.451,32.069,23.463
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TSMixer,1302.964,36.097,25.947
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PatchTST,1328.982,36.455,25.99
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NHITS,1562.545,39.529,29.168
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DilatedRNN,1841.868,42.917,31.132
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DLinear,1865.095,43.187,30.754
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GRU,1948.117,44.137,37.899
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LSTM,3160.178,56.215,46.181
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2024-11-21 13:33:07 +08:00
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Informer,3208.359,56.642,42.457
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2024-11-20 10:44:21 +08:00
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DeepNPTS,3342.861,57.817,42.448
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MLP,3377.778,58.119,44.678
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TFT,3480.96,59.0,45.242
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TSMixerx,4424.076,66.514,50.562
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2024-11-21 13:33:07 +08:00
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BiTCN,4446.318,66.681,51.416
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2024-11-20 10:44:21 +08:00
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TCN,6855.79,82.8,68.446
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2024-11-21 13:33:07 +08:00
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MLPMultivariate,10183.86,100.915,79.735
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iTransformer,13646.124,116.817,93.078
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StemGNN,13746.6,117.246,94.793
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