Time Series Forecasting on Traffic (MSE at F=96, 192, 336, 720, Avg)
0.362MSE (F=96)VFEM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VFEMEvaluation Protocol=Supervised2025.09 | 0.362 | 0.376 | 0.398 | 0.429 | 0.391 | |
| GPT4TSEvaluation Protocol=Supervised2025.09 | 0.388 | 0.407 | 0.412 | 0.45 | 0.414 | |
| UniTSTEvaluation Protocol=Supervised2025.09 | 0.402 | 0.426 | 0.449 | 0.489 | 0.442 | |
| PatchTSTEvaluation Protocol=Supervised2025.09 | 0.462 | 0.466 | 0.482 | 0.514 | 0.481 | |
| ChronosLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.502 | 0.554 | 0.578 | 0.646 | 0.57 | |
| ChronosBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.523 | 0.57 | 0.632 | 0.729 | 0.614 | |
| MoiraiLargeEvaluation Protocol=Zero-Shot, Model Scale=Large2025.09 | 0.591 | 0.61 | 0.648 | 0.712 | 0.64 | |
| TimesNetEvaluation Protocol=Supervised2025.09 | 0.593 | 0.596 | 0.6 | 0.619 | 0.602 | |
| MoiraiBaseEvaluation Protocol=Zero-Shot, Model Scale=Base2025.09 | 0.636 | 0.702 | 0.756 | 0.804 | 0.725 |