PDE Forward Problem on Poisson Noisy
6.52L2 Relative ErrorPINO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PINOSteps (N)=N/A2025.12 | 6.52 | — | |
| PRISMASteps (N)=202025.12 | 7.3 | — | |
| FNOSteps (N)=N/A2025.12 | 9.36 | — | |
| FunDPSSteps (N)=2002025.12 | 10.63 | — | |
| DiffusionPDESteps (N)=20002025.12 | 17.51 | — | |
| PRISMASteps (N)=50, Inference Time (s)=0.82025.12 | 18.35 | 1.13 | |
| PRISMASteps (N)=20, Inference Time (s)=0.182025.12 | 18.58 | 2.13 | |
| FNO2025.12 | 25.05 | 5 | |
| PINO2025.12 | 26.64 | 6.17 | |
| DiffusionPDESteps (N)=2000, Inference Time (s)=2132025.12 | 44.44 | 4.38 | |
| FunDPSSteps (N)=200, Inference Time (s)=4.722025.12 | 78.36 | 3.75 | |
| FunDPSSteps (N)=500, Inference Time (s)=11.82025.12 | 120 | 5 |