2024-11-19 15:51:58 +08:00
|
|
|
模型(Model),平均平方误差(MSE),均方根误差(RMSE),平均绝对误差(MAE)
|
2024-11-20 10:44:21 +08:00
|
|
|
NLinear,845.356,29.075,20.267
|
|
|
|
|
RNN,972.286,31.182,22.988
|
|
|
|
|
TiDE,1028.451,32.069,23.463
|
|
|
|
|
TSMixer,1302.964,36.097,25.947
|
|
|
|
|
PatchTST,1328.982,36.455,25.99
|
|
|
|
|
NHITS,1562.545,39.529,29.168
|
|
|
|
|
DilatedRNN,1841.868,42.917,31.132
|
|
|
|
|
DLinear,1865.095,43.187,30.754
|
|
|
|
|
GRU,1948.117,44.137,37.899
|
|
|
|
|
LSTM,3160.178,56.215,46.181
|
|
|
|
|
Informer,3291.08,57.368,42.942
|
|
|
|
|
DeepNPTS,3342.861,57.817,42.448
|
|
|
|
|
MLP,3377.778,58.119,44.678
|
|
|
|
|
TFT,3480.96,59.0,45.242
|
|
|
|
|
TSMixerx,4424.076,66.514,50.562
|
|
|
|
|
BiTCN,4426.452,66.532,51.306
|
|
|
|
|
TCN,6855.79,82.8,68.446
|
|
|
|
|
iTransformer,11338.897,106.484,86.463
|
|
|
|
|
StemGNN,12423.222,111.46,91.022
|
|
|
|
|
MLPMultivariate,12947.138,113.785,84.447
|
