Physical Inversion on Wave-based Characterization Helmholtz equations Dense: 4096 (test)
0.014RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=4096 (Dense)2025.12 | 0.014 | 0.99 | |
| FNOObservation budget=4096 (Dense)2025.12 | 0.023 | 0.979 | |
| NIOObservation budget=4096 (Dense)2025.12 | 0.09 | 0.879 | |
| Flow MatchingObservation budget=4096 (Dense)2025.12 | 0.09 | 0.816 | |
| PINNObservation budget=4096 (Dense)2025.12 | 0.157 | 0.715 |