Electromagnetic Inverse Scattering Problem on MNIST 5% noise
0.039MSEOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursNumber of Transmitters=162025.06 | 0.039 | 97.8 | 32.11 | |
| Gs SOMNumber of Transmitters=162025.06 | 0.072 | 92.3 | 28.31 | |
| Physics-NetNumber of Transmitters=162025.06 | 0.075 | 93.2 | 26.17 | |
| PGANNumber of Transmitters=162025.06 | 0.084 | 91.6 | 25.8 | |
| OursNumber of Transmitters=12025.06 | 0.085 | 92.1 | 26.09 | |
| BPSNumber of Transmitters=162025.06 | 0.093 | 90.9 | 25 | |
| Two-StepNumber of Transmitters=162025.06 | 0.111 | 83.5 | 23.17 | |
| Two-StepNumber of Transmitters=12025.06 | 0.117 | 84.5 | 23.34 | |
| PGANNumber of Transmitters=12025.06 | 0.133 | 86.7 | 21.69 | |
| PhysicsNetNumber of Transmitters=12025.06 | 0.137 | 79.8 | 19.98 | |
| 2-fold SOMNumber of Transmitters=162025.06 | 0.154 | 75.7 | 20.93 | |
| BPNumber of Transmitters=162025.06 | 0.177 | 71.9 | 16.43 | |
| BPSNumber of Transmitters=12025.06 | 0.189 | 77.4 | 18.75 | |
| BPNumber of Transmitters=12025.06 | 0.194 | 69.8 | 15.4 | |
| Img-InteriorsNumber of Transmitters=162025.06 | 0.2 | 86.3 | 26.41 | |
| Img-InteriorsNumber of Transmitters=12025.06 | 0.305 | 60.4 | 16.06 | |
| 2-fold SOMNumber of Transmitters=12025.06 | 0.432 | 55.6 | 12.49 | |
| Gs SOMNumber of Transmitters=12025.06 | 0.46 | 59.8 | 15.31 |