| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Partial Differential Equation Solving | 1D reaction-diffusion out-domain | RMSE0.0898 | 3 | |
| Partial Differential Equation Solving | 1D reaction-diffusion in-domain | RMSE0.0629 | 3 | |
| 1D reaction-diffusion | 1D reaction-diffusion (x in [-4, 4]) | E(u_theta)2.07 | 3 | |
| 1D reaction-diffusion | 1D reaction-diffusion (x in [-2, 2]) | Error E(u_theta)1.5 | 3 | |
| PDE Surrogate Modeling | 1D reaction–diffusion (test) | RelL24.074 | 2 |