Inverse PDE Solving on Poisson Equation
1.05CRPSDiffusionPDE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiffusionPDEResolution=128 × 128, Observations=128 noisy pointwise2026.06 | 1.05 | 1.09 | 2.55 | 5.29 | 6.27 | |
| FunDPSResolution=128 × 128, Observations=128 noisy pointwise2026.06 | 1.07 | 1.05 | 2.54 | 5.3 | 6.32 | |
| FAPS-UNetResolution=128 × 128, Observations=128 noisy pointwise2026.06 | 8.76 | 8.8 | 2.77 | 6.17 | 4.86 | |
| FAPS-FNOResolution=128 × 128, Observations=128 noisy pointwise2026.06 | 8.86 | 9.8 | 2.72 | 6.05 | 5.15 | |
| DDISResolution=128 × 128, Observations=128 noisy pointwise2026.06 | 9.12 | 1.03 | 2.65 | 5.49 | 5.62 |