PDE Inverse Problem on Darcy Flow Noisy
12.34Error RatePRISMA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRISMASteps (N)=202025.12 | 12.34 | — | |
| PRISMASteps (N)=50, Inference Time (s)=0.82025.12 | 23.14 | 1.13 | |
| PRISMASteps (N)=20, Inference Time (s)=0.182025.12 | 23.15 | 2.13 | |
| FunDPSSteps (N)=2002025.12 | 31.34 | — | |
| FunDPSSteps (N)=200, Inference Time (s)=4.722025.12 | 49.39 | 3.75 | |
| FunDPSSteps (N)=500, Inference Time (s)=11.82025.12 | 49.62 | 5 | |
| PINOSteps (N)=N/A2025.12 | 49.78 | — | |
| FNOSteps (N)=N/A2025.12 | 49.793 | — | |
| FNO2025.12 | 52.3 | 5 | |
| PINO2025.12 | 52.3 | 6.17 | |
| DiffusionPDESteps (N)=20002025.12 | 53.12 | — | |
| DiffusionPDESteps (N)=2000, Inference Time (s)=2132025.12 | 70.08 | 4.38 |