Physical Inversion on Subsurface Characterization Darcy flow and advection-diffusion Dense: 4096 (test)
0.016RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=4096 (Dense)2025.12 | 0.016 | 0.859 | |
| FNOObservation budget=4096 (Dense)2025.12 | 0.02 | 0.836 | |
| NIOObservation budget=4096 (Dense)2025.12 | 0.024 | 0.872 | |
| PINNObservation budget=4096 (Dense)2025.12 | 0.045 | 0.249 | |
| Flow MatchingObservation budget=4096 (Dense)2025.12 | 0.046 | 0.799 |