Time Series Forecasting on Electricity (MSE at H=24, 48, 96, 192)
0.332MSE (H=24)Phys-JEPA-Static
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Phys-JEPA-StaticAblation=Static-only physics2026.06 | 0.332 | 0.3677 | 0.3942 | 0.413 | |
| Baseline2026.06 | 0.334 | 0.3682 | 0.4174 | 0.3983 | |
| Phys-JEPAPhysics Constraint=Full2026.06 | 0.3368 | 0.3944 | 0.3921 | 0.3915 | |
| JEPA2026.06 | 0.339 | 0.3734 | 0.39 | 0.4006 |