Inverse PDE solving on Poisson Full Observation
10.2L2 Relative ErrorPINO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PINO2025.12 | 10.2 | 2.75 | |
| PRISMASteps (N)=50, Inference Time=0.82025.12 | 10.7 | 2.75 | |
| PRISMASteps (N)=20, Inference Time=0.182025.12 | 10.9 | 3.81 | |
| FNO2025.12 | 13.6 | 5.67 | |
| FunDPS*Steps (N)=500, Inference Time=11.782025.12 | 19.84 | 3.69 | |
| DiffusionPDE*Steps (N)=2000, Inference Time=2132025.12 | 21.21 | 5.88 | |
| FunDPS*Steps (N)=200, Inference Time=4.722025.12 | 23.32 | 4.38 | |
| PINNs2025.12 | 28.5 | 9 | |
| DeepONet2025.12 | 29 | 8.17 |