23 lines
737 B
Plaintext
23 lines
737 B
Plaintext
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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PatchTST,847.898,29.119,21.041
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NLinear,1036.997,32.202,24.318
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NHITS,1224.82,34.997,25.062
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MLP,1687.576,41.08,29.488
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TFT,2289.522,47.849,33.59
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BiTCN,3020.992,54.964,40.577
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Informer,3532.014,59.431,46.436
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TiDE,3700.651,60.833,44.453
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FEDformer,4694.675,68.518,52.676
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TSMixer,5285.01,72.698,55.318
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MLPMultivariate,5635.67,75.071,57.694
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TSMixerx,6758.13,82.208,62.804
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DeepNPTS,7644.172,87.431,70.142
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DLinear,8446.178,91.903,73.653
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GRU,11533.363,107.393,95.255
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LSTM,11540.298,107.426,92.262
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StemGNN,14027.959,118.44,89.743
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iTransformer,15670.617,125.182,100.969
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TCN,19821.416,140.789,118.182
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DilatedRNN,21523.955,146.71,126.693
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RNN,109475.398,330.871,278.113
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