Spatiotemporal forecasting on Shallow Water (SW) (test)
0.0048NRMSEMFFM (cascade)
Evaluation results
| Method | Links | |
|---|---|---|
| MFFM (cascade)Input=LF solution2026.05 | 0.0048 | |
| F-FNOInput=LF solution2026.05 | 0.0358 | |
| FNO (residual)Input=LF solution2026.05 | 0.0391 | |
| FNO (direct)Input=xi2026.05 | 0.0504 | |
| DeepONet (direct)Input=xi2026.05 | 0.083 | |
| Bilinear2026.05 | 0.1007 | |
| DeepONet (residual)Input=LF solution2026.05 | 0.1058 | |
| PDE-RefinerInput=LF solution2026.05 | 0.1351 | |
| CNOInput=LF solution2026.05 | 0.1596 |