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Long-term multivariate forecasting on ECL Full-shot (test)
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0.158
MSE
MoHETS
0.15428
0.17939
0.2045
0.22961
Jan 29, 2026
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
MoHETS
Prediction Length=Avg.
2026.01
0.158
0.251
TimeXer
Prediction Length=Avg.
2026.01
0.171
0.27
SOFTS
Prediction Length=Avg.
2026.01
0.174
0.264
iTransformer
Prediction Length=Avg.
2026.01
0.178
0.27
TimeMixer
Prediction Length=Avg.
2026.01
0.182
0.272
TimesNet
Prediction Length=Avg.
2026.01
0.192
0.295
PatchTST
Prediction Length=Avg.
2026.01
0.205
0.29
DLinear
Prediction Length=Avg.
2026.01
0.212
0.3
FEDformer
Prediction Length=Avg.
2026.01
0.214
0.327
Crossformer
Prediction Length=Avg.
2026.01
0.244
0.334
TiDE
Prediction Length=Avg.
2026.01
0.251
0.344
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