Physical Inversion on Wave-based Characterization Helmholtz equations Sparse: 16 (test)
0.276RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=16 (Sparse)2025.12 | 0.276 | 0.643 | |
| FNOObservation budget=16 (Sparse)2025.12 | 0.463 | 0.192 | |
| PINNObservation budget=16 (Sparse)2025.12 | 0.515 | 0.28 | |
| NIOObservation budget=16 (Sparse)2025.12 | 0.521 | 0.219 | |
| Flow MatchingObservation budget=16 (Sparse)2025.12 | 0.574 | 0.201 |