Forward PDE solving on Darcy Flow Full Observation
1.05L2 Relative ErrorPRISMA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRISMASteps (N)=50, Inference Time=0.82025.12 | 1.05 | 2.75 | |
| FunDPS*Steps (N)=200, Inference Time=4.722025.12 | 1.1 | 4.38 | |
| PRISMASteps (N)=20, Inference Time=0.182025.12 | 1.1 | 3.81 | |
| FunDPS*Steps (N)=500, Inference Time=11.782025.12 | 1.4 | 3.69 | |
| DiffusionPDE*Steps (N)=2000, Inference Time=2132025.12 | 2.9 | 5.88 | |
| PINO2025.12 | 4 | 2.75 | |
| FNO2025.12 | 5.3 | 5.67 | |
| DeepONet2025.12 | 12.3 | 8.17 | |
| PINNs2025.12 | 15.4 | 9 |