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Multivariate Forecasting on PEMS07 prediction length 12 (test)
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0.067
MSE
iTransformer
0.06172
0.09736
0.133
0.16864
Oct 10, 2023
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.067
0.165
SCINet
Input length=96
2023.10
0.068
0.171
TimesNet
Input length=96
2023.10
0.082
0.181
Stationary
Input length=96
2023.10
0.083
0.185
Crossformer
Input length=96
2023.10
0.094
0.2
PatchTST
Input length=96
2023.10
0.095
0.207
FEDformer
Input length=96
2023.10
0.109
0.225
DLinear
Input length=96
2023.10
0.115
0.242
RLinear
Input length=96
2023.10
0.118
0.235
TiDE
Input length=96
2023.10
0.173
0.304
Autoformer
Input length=96
2023.10
0.199
0.336
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