Long-term multivariate forecasting on ECL Full-shot (test)
0.158MSEMoHETS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoHETSPrediction Length=Avg.2026.01 | 0.158 | 0.251 | |
| TimeXerPrediction Length=Avg.2026.01 | 0.171 | 0.27 | |
| SOFTSPrediction Length=Avg.2026.01 | 0.174 | 0.264 | |
| iTransformerPrediction Length=Avg.2026.01 | 0.178 | 0.27 | |
| TimeMixerPrediction Length=Avg.2026.01 | 0.182 | 0.272 | |
| TimesNetPrediction Length=Avg.2026.01 | 0.192 | 0.295 | |
| PatchTSTPrediction Length=Avg.2026.01 | 0.205 | 0.29 | |
| DLinearPrediction Length=Avg.2026.01 | 0.212 | 0.3 | |
| FEDformerPrediction Length=Avg.2026.01 | 0.214 | 0.327 | |
| CrossformerPrediction Length=Avg.2026.01 | 0.244 | 0.334 | |
| TiDEPrediction Length=Avg.2026.01 | 0.251 | 0.344 |