2024-11-19 13:57:43 +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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2024-11-19 14:39:53 +08:00
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NLinear,1.791,1.338,1.067
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TiDE,1.839,1.356,1.07
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GRU,1.874,1.369,1.046
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TSMixer,1.88,1.371,1.071
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PatchTST,2.091,1.446,1.13
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TSMixerx,2.31,1.52,1.174
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BiTCN,2.328,1.526,1.202
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DLinear,2.359,1.536,1.188
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TFT,2.61,1.615,1.261
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LSTM,2.665,1.632,1.221
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NHITS,2.781,1.668,1.331
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MLP,2.868,1.693,1.322
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DeepNPTS,3.198,1.788,1.362
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Informer,3.963,1.991,1.577
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TCN,6.503,2.55,2.153
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MLPMultivariate,9.38,3.063,2.334
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iTransformer,13.345,3.653,3.049
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StemGNN,15.866,3.983,3.346
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DilatedRNN,16.146,4.018,3.728
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RNN,537.684,23.188,22.573
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