| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Neural Operator Learning | POISSON GAUSS | Median Relative L1 Error0.26 | 8 | |
| Operator Learning for PDEs | Poisson-Gauss (downstream) | EG Score0.425 | 6 | |
| Solving Partial Differential Equations | Poisson-Gauss PG-4 | Wall-clock Time (CPU)3.35 | 5 | |
| Solving Partial Differential Equations | Poisson-Gauss PG-3 | Wall-clock Time (CPU)6.91 | 5 | |
| Solving Partial Differential Equations | Poisson-Gauss PG-2 | Wall-clock Time (CPU)19.32 | 5 | |
| PDE Solving | Poisson-Gauss (test) | Relative L1 Error0.86 | 5 | |
| PDE Solving | Poisson-Gauss PG-2 | Relative L2 Error2.66 | 4 | |
| PDE Solving | Poisson-Gauss PG-4 | Relative L2 Error1.05 | 3 | |
| PDE Solving | Poisson-Gauss PG-3 | Relative L2 Error (%)1.54 | 3 |