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Multivariate Forecasting on PEMS08 prediction length 12 (test)
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0.079
MSE
iTransformer
0.06472
0.16111
0.2575
0.35389
Oct 10, 2023
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
iTransformer
Input length=96
2023.10
0.079
0.182
SCINet
Input length=96
2023.10
0.087
0.184
Stationary
Input length=96
2023.10
0.109
0.207
TimesNet
Input length=96
2023.10
0.112
0.212
RLinear
Input length=96
2023.10
0.133
0.247
DLinear
Input length=96
2023.10
0.154
0.276
Crossformer
Input length=96
2023.10
0.165
0.214
PatchTST
Input length=96
2023.10
0.168
0.232
FEDformer
Input length=96
2023.10
0.173
0.273
TiDE
Input length=96
2023.10
0.227
0.343
Autoformer
Input length=96
2023.10
0.436
0.485
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