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Multivariate Forecasting on PEMS08 prediction length 24 (test)
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0.115
MSE
iTransformer
0.10092
0.19596
0.291
0.38604
Oct 10, 2023
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.115
0.219
SCINet
Input length=96
2023.10
0.122
0.221
Stationary
Input length=96
2023.10
0.14
0.236
TimesNet
Input length=96
2023.10
0.141
0.238
FEDformer
Input length=96
2023.10
0.21
0.301
Crossformer
Input length=96
2023.10
0.215
0.26
PatchTST
Input length=96
2023.10
0.224
0.281
DLinear
Input length=96
2023.10
0.248
0.353
RLinear
Input length=96
2023.10
0.249
0.343
TiDE
Input length=96
2023.10
0.318
0.409
Autoformer
Input length=96
2023.10
0.467
0.502
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