Physical Inversion on Wave-based Characterization Helmholtz equations Sparse: 64 (test)
0.149RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=64 (Sparse)2025.12 | 0.149 | 0.818 | |
| FNOObservation budget=64 (Sparse)2025.12 | 0.408 | 0.249 | |
| NIOObservation budget=64 (Sparse)2025.12 | 0.5 | 0.148 | |
| PINNObservation budget=64 (Sparse)2025.12 | 0.502 | 0.285 | |
| Flow MatchingObservation budget=64 (Sparse)2025.12 | 0.559 | 0.114 |