Inverse PDE solving on Bounded Navier-Stokes
0.027Relative ErrorDiffPDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffPDE2026.05 | 0.027 | 253.41 | |
| Di-BiLPS2026.05 | 0.032 | 19.8 | |
| PINO2026.05 | 0.695 | — | |
| FNO2026.05 | 0.696 | — | |
| DeepONet2026.05 | 0.919 | — | |
| PINNs2026.05 | 1.055 | — | |
| DiffusionPDEObservation mode=Sparse (5/128 points)2024.06 | 2.7 | — | |
| PINOObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 69.5 | — | |
| FNOObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 69.6 | — | |
| DeepONetObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 91.9 | — | |
| PINNsObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 105.5 | — |