| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 1-step forecasting | Shallow-water equations SWE-1 R2 (test) | MSE0.0519 | 15 | |
| PDE Forecasting | Shallow-water equations (5-step rollout) | Relative L2 Error1.56 | 10 | |
| Operator Learning | Shallow water equations (test) | Relative L2 Error (%)4.29 | 3 | |
| Out-of-domain forecasting | Shallow Water Equations (SWE) [0,0.75] to (0.75,1] v1 (train) | Relative L2 Error (h)3.22 | 1 |