| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Operator Learning Rollout Prediction | E3 Kuramoto-Sivashinsky Equation | MSE0 | 28 | |
| Non-stationary PDE rollout prediction | E3 8D controller | MSE0.0102 | 7 | |
| Scientific-fact composition and temporal reasoning | E3 Cross-domain pilot | Example Stability Count0.438 | 4 | |
| PDE Solving | E3 (test) | PSRE15.3 | 3 |