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Multivariate Forecasting on PEMS07 prediction length 96 (test)
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0.139
MSE
iTransformer
0.10072
0.35911
0.6175
0.87589
Oct 10, 2023
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.139
0.245
SCINet
Input length=96
2023.10
0.141
0.234
TimesNet
Input length=96
2023.10
0.181
0.279
Stationary
Input length=96
2023.10
0.187
0.287
FEDformer
Input length=96
2023.10
0.262
0.376
PatchTST
Input length=96
2023.10
0.346
0.404
Crossformer
Input length=96
2023.10
0.396
0.442
Autoformer
Input length=96
2023.10
0.554
0.578
DLinear
Input length=96
2023.10
0.594
0.553
TiDE
Input length=96
2023.10
0.628
0.577
RLinear
Input length=96
2023.10
1.096
0.795
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