Forward PDE solving on Non-bounded Navier-Stokes
0.043Relative ErrorDi-BiLPS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Di-BiLPS2026.05 | 0.043 | 19.82 | |
| DiffPDE2026.05 | 0.069 | 256.4 | |
| PINO2026.05 | 1.014 | — | |
| FNO2026.05 | 1.014 | — | |
| DeepONet2026.05 | 1.032 | — | |
| PINNs2026.05 | 1.427 | — | |
| DiffusionPDEObservation mode=Sparse (5/128 points)2024.06 | 6.9 | — | |
| PINOObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 101.4 | — | |
| FNOObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 101.4 | — | |
| DeepONetObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 103.2 | — | |
| PINNsObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 142.7 | — |