Temporal forecasting on 2D Shallow Water equations
1.389RMSEPINN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PINN2026.03 | 1.389 | 1.336 | 1.682 | |
| Ours (CKB)2026.03 | 2.692 | 2.587 | 4.958 | |
| FNO2026.03 | 3.436 | 3.301 | 5.464 | |
| U-Net2026.03 | 9.5 | 9.12 | 6.503 |
Loading the SOTA2 catalog…
| Method | Links | |||
|---|---|---|---|---|
| PINN2026.03 | 1.389 | 1.336 | 1.682 | |
| Ours (CKB)2026.03 | 2.692 | 2.587 | 4.958 | |
| FNO2026.03 | 3.436 | 3.301 | 5.464 | |
| U-Net2026.03 | 9.5 | 9.12 | 6.503 |