Bias Field Correction on BrainWeb T1 (PSNR, SSIM)
31.78PSNRS2DNets
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| S2DNetsClean data usage=trained without any clean data, TV loss usage=with TV loss2025.07 | 31.78 | 0.979 | |
| IRNetClean data usage=trained with additional unpaired clean data2025.07 | 30.95 | 0.975 | |
| S2DNetsClean data usage=trained without any clean data, TV loss usage=without TV loss2025.07 | 27.02 | 0.962 | |
| Yang et al.Clean data usage=trained without any clean data2025.07 | 25.08 | 0.947 | |
| RCGANClean data usage=trained with additional unpaired clean data2025.07 | 24.52 | 0.901 | |
| N42025.07 | 24.45 | 0.939 | |
| Original2025.07 | 23.07 | 0.92 | |
| MICO2025.07 | 19.42 | 0.829 | |
| ImplicitClean data usage=trained without any clean data2025.07 | 15.94 | 0.637 |