Long-term Multivariate Forecasting on ETTm2 Full-shot (test)
0.256MSEMoHETS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoHETSPrediction Length=Avg.2026.01 | 0.256 | 0.31 | |
| TimeXerPrediction Length=Avg.2026.01 | 0.274 | 0.322 | |
| TimeMixerPrediction Length=Avg.2026.01 | 0.275 | 0.323 | |
| PatchTSTPrediction Length=Avg.2026.01 | 0.281 | 0.326 | |
| SOFTSPrediction Length=Avg.2026.01 | 0.287 | 0.33 | |
| iTransformerPrediction Length=Avg.2026.01 | 0.288 | 0.332 | |
| TimesNetPrediction Length=Avg.2026.01 | 0.291 | 0.332 | |
| FEDformerPrediction Length=Avg.2026.01 | 0.304 | 0.349 | |
| DLinearPrediction Length=Avg.2026.01 | 0.35 | 0.4 | |
| TiDEPrediction Length=Avg.2026.01 | 0.358 | 0.403 | |
| CrossformerPrediction Length=Avg.2026.01 | 0.757 | 0.61 |