| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| PDE Surrogate Modeling | 1D advection (test) | Relative L2 Error0.66 | 15 | |
| Partial Differential Equation Solving | 1D advection out-domain | RMSE0.193 | 3 | |
| Partial Differential Equation Solving | 1D advection in-domain | RMSE0.0475 | 3 | |
| PDE Solving | 1D Advection three-seed accuracy (test) | L2 Error (1-step)0.003 | 2 |