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Multivariate Forecasting on PEMS08 prediction length 48 (test)
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0.186
MSE
iTransformer
0.1548
0.3654
0.576
0.7866
Oct 10, 2023
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.186
0.235
SCINet
Input length=96
2023.10
0.189
0.27
TimesNet
Input length=96
2023.10
0.198
0.283
Stationary
Input length=96
2023.10
0.211
0.294
Crossformer
Input length=96
2023.10
0.315
0.355
FEDformer
Input length=96
2023.10
0.32
0.394
PatchTST
Input length=96
2023.10
0.321
0.354
DLinear
Input length=96
2023.10
0.44
0.47
TiDE
Input length=96
2023.10
0.497
0.51
RLinear
Input length=96
2023.10
0.569
0.544
Autoformer
Input length=96
2023.10
0.966
0.733
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