| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Conservation-law dynamics prediction | Cubic | Relative L2 Error0.0056 | 6 | |
| Decision oriented learning | Cubic (test) | MSE2.29 | 6 | |
| Parameter Extrapolation | Cubic F2 | MSE0.96 | 4 | |
| Heteroskedastic Regression | Cubic (test) | ECE23.8 | 3 |