Electromagnetic Inverse Scattering Problem on MNIST 30% noise
0.05MSEOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursNumber of Transmitters=162025.06 | 0.05 | 96.6 | 29.91 | |
| Gs SOMNumber of Transmitters=162025.06 | 0.081 | 90.1 | 27.13 | |
| PGANNumber of Transmitters=162025.06 | 0.091 | 91 | 25.31 | |
| Physics-NetNumber of Transmitters=162025.06 | 0.093 | 90.6 | 24.58 | |
| BPSNumber of Transmitters=162025.06 | 0.105 | 89.1 | 23.9 | |
| Two-StepNumber of Transmitters=162025.06 | 0.111 | 83.5 | 22.91 | |
| OursNumber of Transmitters=12025.06 | 0.127 | 86.2 | 22.56 | |
| PhysicsNetNumber of Transmitters=12025.06 | 0.152 | 78.3 | 19.38 | |
| PGANNumber of Transmitters=12025.06 | 0.153 | 83 | 20.41 | |
| 2-fold SOMNumber of Transmitters=162025.06 | 0.156 | 73.8 | 20.84 | |
| BPNumber of Transmitters=162025.06 | 0.178 | 71.6 | 16.38 | |
| BPNumber of Transmitters=12025.06 | 0.194 | 69.6 | 15.4 | |
| Two-StepNumber of Transmitters=12025.06 | 0.203 | 65.6 | 17.62 | |
| BPSNumber of Transmitters=12025.06 | 0.205 | 74.4 | 17.97 | |
| Img-InteriorsNumber of Transmitters=162025.06 | 0.336 | 76 | 19.01 | |
| Gs SOMNumber of Transmitters=12025.06 | 0.404 | 55.7 | 14.91 | |
| Img-InteriorsNumber of Transmitters=12025.06 | 0.467 | 48.4 | 12.47 | |
| 2-fold SOMNumber of Transmitters=12025.06 | 0.828 | 38.2 | 9.45 |