Inverse PDE solving on Non-bounded Navier-Stokes
0.104Relative ErrorDiffPDE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffPDE2026.05 | 0.104 | 254.18 | |
| Di-BiLPS2026.05 | 0.116 | 19.52 | |
| PINO2026.05 | 0.96 | — | |
| FNO2026.05 | 0.96 | — | |
| DeepONet2026.05 | 0.972 | — | |
| PINNs2026.05 | 1.468 | — | |
| DiffusionPDEObservation mode=Sparse (5/128 points)2024.06 | 10.4 | — | |
| PINOObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 96 | — | |
| FNOObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 96 | — | |
| DeepONetObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 97.2 | — | |
| PINNsObservation mode=Sparse (5/128 points), Training setup=Full observation2024.06 | 146.8 | — |