Time Series Forecasting on ETTh1 (Horizon-Specific MSE)
0.348MSE (Horizon 96)VFEM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VFEMEvaluation Protocol=Supervised2025.09 | 0.348 | 0.383 | 0.398 | 0.401 | 0.383 | |
| MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.376 | 0.412 | 0.433 | 0.447 | 0.417 | |
| GPT4TSEvaluation Protocol=Supervised2025.09 | 0.376 | 0.416 | 0.442 | 0.477 | 0.428 | |
| MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.381 | 0.434 | 0.485 | 0.611 | 0.478 | |
| UniTSTEvaluation Protocol=Supervised2025.09 | 0.383 | 0.434 | 0.471 | 0.479 | 0.442 | |
| PatchTSTEvaluation Protocol=Supervised2025.09 | 0.404 | 0.454 | 0.497 | 0.496 | 0.463 | |
| ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.44 | 0.492 | 0.55 | 0.882 | 0.591 | |
| ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.441 | 0.502 | 0.576 | 0.835 | 0.589 | |
| TimesNetEvaluation Protocol=Supervised2025.09 | 0.452 | 0.474 | 0.493 | 0.56 | 0.495 |