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