Multivariate Long-term Forecasting on ETTh2 H=96
0.273MSEHiMTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiMTM2024.01 | 0.273 | 0.334 | |
| PatchTST2024.01 | 0.274 | 0.336 | |
| MoHETSModel version=MOHETStiny, Lookback Length (P)=8, Batch Size=1282026.01 | 0.278 | 0.332 | |
| DLinear2024.01 | 0.289 | 0.353 | |
| Time-MoEModel Scale=Ultra2026.01 | 0.292 | 0.352 | |
| ChronosModel Scale=Large2026.01 | 0.32 | 0.345 | |
| MTSMixer2024.01 | 0.328 | 0.367 | |
| Scaleformer2024.01 | 0.34 | 0.394 | |
| TimesNet2024.01 | 0.34 | 0.374 | |
| Crossformer2024.01 | 0.342 | 0.42 | |
| Autoformer2024.01 | 0.346 | 0.388 | |
| MICN2024.01 | 0.354 | 0.383 | |
| Fedformer2024.01 | 0.358 | 0.397 | |
| Informer2024.01 | 3.755 | 1.525 |