Solving Partial Differential Equations (PDEs) on Darcy Flow
668.47Training Time (s)NOWS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NOWSResolution=64×64, Samples=10002025.11 | 668.47 | 241.61 | 2.37 | 13.8 | 11.7 | 15.22 | |
| FNO2026.07 | 708.6 | — | — | — | — | — | |
| LiNO2026.07 | 1,002.6 | — | — | — | — | — | |
| NOWSResolution=128×128, Samples=10002025.11 | 1,022.16 | 1,033.46 | 2.4 | 126.8 | 102.32 | 19.3 | |
| UNO2026.07 | 1,351.8 | — | — | — | — | — | |
| CNO2026.07 | 3,703.2 | — | — | — | — | — | |
| NOWSResolution=256×256, Samples=10002025.11 | 3,874.47 | 4,287.05 | 2.82 | 905.79 | 736.95 | 18.64 | |
| WNO2026.07 | 4,252.2 | — | — | — | — | — | |
| LNO2026.07 | 13,314 | — | — | — | — | — | |
| CGResolution=64×64, Samples=10002025.11 | — | — | — | 13.8 | — | — | |
| CGResolution=128×128, Samples=10002025.11 | — | — | — | 126.8 | — | — | |
| CGResolution=256×256, Samples=10002025.11 | — | — | — | 905.79 | — | — |