22 lines
690 B
Plaintext
22 lines
690 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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NLinear,811.576,28.488,19.74
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RNN,897.124,29.952,22.074
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TiDE,1015.113,31.861,23.22
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LSTM,1072.179,32.744,25.674
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DilatedRNN,1323.952,36.386,28.347
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PatchTST,1353.449,36.789,26.175
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TSMixer,1467.982,38.314,28.163
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NHITS,1589.956,39.874,30.203
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GRU,1764.144,42.002,35.821
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DLinear,1831.303,42.794,30.357
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DeepNPTS,2890.076,53.759,38.553
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TFT,3040.148,55.138,42.36
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MLP,3459.517,58.818,45.679
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Informer,3635.914,60.299,44.59
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TSMixerx,4352.664,65.975,49.521
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BiTCN,4825.292,69.464,53.842
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TCN,6703.221,81.873,65.098
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iTransformer,12283.86,110.833,78.95
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MLPMultivariate,12681.278,112.611,82.881
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StemGNN,12731.685,112.835,91.7
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