Time Series Forecasting on ETTh2 (MSE at F=96, 192, 336, 720)
0.266MSE (F=96)VFEM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VFEMEvaluation Protocol=Supervised2025.09 | 0.266 | 0.328 | 0.357 | 0.372 | 0.331 | |
| GPT4TSEvaluation Protocol=Supervised2025.09 | 0.285 | 0.354 | 0.373 | 0.406 | 0.355 | |
| UniTSTEvaluation Protocol=Supervised2025.09 | 0.292 | 0.37 | 0.382 | 0.409 | 0.363 | |
| MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.294 | 0.365 | 0.376 | 0.416 | 0.363 | |
| MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.296 | 0.361 | 0.39 | 0.423 | 0.368 | |
| ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.308 | 0.384 | 0.429 | 0.501 | 0.406 | |
| PatchTSTEvaluation Protocol=Supervised2025.09 | 0.312 | 0.397 | 0.435 | 0.436 | 0.395 | |
| ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.32 | 0.406 | 0.492 | 0.603 | 0.455 | |
| TimesNetEvaluation Protocol=Supervised2025.09 | 0.34 | 0.402 | 0.452 | 0.462 | 0.414 |