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Multivariate Forecasting on PEMS07 prediction length 48 (test)
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0.11
MSE
iTransformer
0.09192
0.21396
0.336
0.45804
Oct 10, 2023
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.11
0.215
TimesNet
Input length=96
2023.10
0.134
0.238
Stationary
Input length=96
2023.10
0.136
0.24
SCINet
Input length=96
2023.10
0.149
0.237
FEDformer
Input length=96
2023.10
0.165
0.288
PatchTST
Input length=96
2023.10
0.253
0.34
Crossformer
Input length=96
2023.10
0.311
0.369
Autoformer
Input length=96
2023.10
0.39
0.47
DLinear
Input length=96
2023.10
0.398
0.458
TiDE
Input length=96
2023.10
0.446
0.495
RLinear
Input length=96
2023.10
0.562
0.541
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