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Benchmarks
Long-term Multivariate Forecasting on ETTm2 Full-shot (test)
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0.256
MSE
MoHETS
0.23596
0.37123
0.5065
0.64177
Jan 29, 2026
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
MoHETS
Prediction Length=Avg.
2026.01
0.256
0.31
TimeXer
Prediction Length=Avg.
2026.01
0.274
0.322
TimeMixer
Prediction Length=Avg.
2026.01
0.275
0.323
PatchTST
Prediction Length=Avg.
2026.01
0.281
0.326
SOFTS
Prediction Length=Avg.
2026.01
0.287
0.33
iTransformer
Prediction Length=Avg.
2026.01
0.288
0.332
TimesNet
Prediction Length=Avg.
2026.01
0.291
0.332
FEDformer
Prediction Length=Avg.
2026.01
0.304
0.349
DLinear
Prediction Length=Avg.
2026.01
0.35
0.4
TiDE
Prediction Length=Avg.
2026.01
0.358
0.403
Crossformer
Prediction Length=Avg.
2026.01
0.757
0.61
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