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Multivariate Forecasting on PEMS08 prediction length 96 (test)
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0.221
MSE
iTransformer
0.17444
0.48872
0.803
1.11728
Oct 10, 2023
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.221
0.267
SCINet
Input length=96
2023.10
0.236
0.3
TimesNet
Input length=96
2023.10
0.32
0.351
Stationary
Input length=96
2023.10
0.345
0.367
Crossformer
Input length=96
2023.10
0.377
0.397
PatchTST
Input length=96
2023.10
0.408
0.417
FEDformer
Input length=96
2023.10
0.442
0.465
DLinear
Input length=96
2023.10
0.674
0.565
TiDE
Input length=96
2023.10
0.721
0.592
RLinear
Input length=96
2023.10
1.166
0.814
Autoformer
Input length=96
2023.10
1.385
0.915
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