| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Forward PDE solving | Klein-Gordon 10K-epoch | Relative L2 Error1.13 | 16 | |
| PDE Reconstruction | Klein-Gordon synthetic (test) | RMSE0.601 | 10 | |
| PDE Solving | Klein-Gordon (train) | Error0 | 7 | |
| PDE Solving | Klein-Gordon (val) | Error0 | 7 | |
| Partial Differential Equation (PDE) Solving | Klein-Gordon 10K (evaluation) | Relative L2 Error1.62 | 4 | |
| Solving Time-Dependent PDEs | Klein-Gordon | Rel L2 Error0 | 4 | |
| Forward PDE Solving | Klein-Gordon Forward PDE | Relative L2 Error (Mean)1.45 | 3 |