| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Inverse Problem | 2D Reaction-Diffusion 5% noise target task | L2 Mean Error21.9 | 6 | |
| Partial Differential Equation Solving | 2D reaction-diffusion out-domain | RMSE0.0099 | 3 | |
| Partial Differential Equation Solving | 2D reaction-diffusion in-domain | RMSE0.0103 | 3 | |
| PDE Surrogate Modeling | 2D reaction–diffusion (test) | Relative L2 Error (RelL2)0.0132 | 2 |