| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Solving Nonlinear PDEs | Allen-Cahn equation n = 32 (test) | Relative L2 Error0.001 | 7 | |
| Operator Learning | Allen-Cahn Equation RPB (Out) | Relative Median L1 Error1.1 | 7 | |
| Operator Learning | Allen-Cahn Equation RPB (In) | Relative Median L1 Error0.28 | 7 | |
| Solving Allen-Cahn equation | Allen-Cahn equation 17 | ReL2 Error0.0001 | 6 | |
| PDE solving | Allen-Cahn equation | L2 Relative Error0 | 4 | |
| Inverse Parameter Identification | Allen-Cahn Equation Solution Data Inverse problem | Metric- | 0 |