Image Restoration on SBVQ dataset Ultra-low dose (PSNR (dB), SSIM, NRMSE (%))
52.508PSNR (dB)MLP-Unet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MLP-UnetArchitecture=3D2023.11 | 52.508 | 99.97 | 29.6 | |
| Swin-UNETRArchitecture=3D2023.11 | 51.875 | 99.95 | 31.5 | |
| SS-AEGANArchitecture=3D2023.11 | 51.468 | 99.37 | 33.8 | |
| AR-GANArchitecture=3D2023.11 | 51.265 | 99.2 | 34.6 | |
| Stack-GANArchitecture=3D2023.11 | 50.839 | 99.31 | 37.8 | |
| Cycle-GANArchitecture=3D2023.11 | 49.87 | 99.1 | 42 | |
| 3D-cGANArchitecture=3D2023.11 | 49.71 | 99.16 | 41.4 | |
| 3D-UNetArchitecture=3D2023.11 | 48.519 | 99.15 | 47.5 | |
| Before restoration2023.11 | 43.046 | 99.65 | 96 |