Physical Inversion on Wave-based Characterization Helmholtz equations Sparse: 12 (test)
0.294RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=12 (Sparse)2025.12 | 0.294 | 0.614 | |
| FNOObservation budget=12 (Sparse)2025.12 | 0.466 | 0.198 | |
| PINNObservation budget=12 (Sparse)2025.12 | 0.517 | 0.279 | |
| NIOObservation budget=12 (Sparse)2025.12 | 0.522 | 0.257 | |
| Flow MatchingObservation budget=12 (Sparse)2025.12 | 0.587 | 0.222 |