Medical Image Segmentation on Abdominal Abd CT -> MRI (test)
83.6Liver ScoreFully supervised
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 83.6 | 77.01 | 83.69 | 65.9 | 77.55 | |
| FAMNetReference=AAAI’252026.06 | 73.01 | 57.28 | 74.68 | 58.21 | 65.79 | |
| DSMReference=TIP’252026.06 | 72.94 | 61.59 | 69.52 | 59 | 65.76 | |
| SSL-ALPReference=TMI’222026.06 | 70.74 | 55.49 | 67.43 | 58.39 | 63.01 | |
| PSP2026.06 | 70.24 | 69.96 | 78.7 | 58.56 | 69.36 | |
| Ours-GS2025.09 | 68.73 | 75.37 | 72.61 | 73.25 | 72.49 | |
| GenericSSL2025.09 | 62.87 | 45.21 | 53.03 | 49.99 | 52.78 | |
| RobustEMDReference=AIIM’252026.06 | 60.16 | 66.34 | 70.26 | 53.71 | 62.61 | |
| Ours-PL2025.09 | 59.02 | 70.78 | 74.83 | 79.44 | 71.02 | |
| CycleGAN2025.09 | 57.15 | 55.38 | 51.62 | 56.59 | 55.18 | |
| PATNetReference=ECCV’222026.06 | 57.01 | 50.23 | 53.01 | 51.63 | 52.97 | |
| FPL+2025.09 | 55.9 | 64.3 | 66.85 | 68.1 | 63.79 | |
| Ours-AD2025.09 | 54.56 | 69.8 | 67.84 | 75.34 | 66.89 | |
| CyCADA2025.09 | 53.59 | 60.74 | 60.18 | 58.7 | 58.3 | |
| FDA2025.09 | 51.16 | 63.9 | 64.2 | 67.96 | 61.81 | |
| ADNetReference=MIA’222026.06 | 50.33 | 39.36 | 37.88 | 39.37 | 41.73 | |
| RPTReference=MICCAI’232026.06 | 49.22 | 42.45 | 47.14 | 48.84 | 46.91 | |
| IFAReference=CVPR’242026.06 | 48.81 | 45.79 | 51.46 | 51.42 | 49.37 | |
| SIFA2025.09 | 48.43 | 58.63 | 46.55 | 56.27 | 52.47 | |
| CATNetReference=MICCAI’232026.06 | 44.58 | 43.67 | 50.27 | 46.34 | 46.21 | |
| PSIGAN2025.09 | 34.2 | 53.99 | 51.65 | 58.79 | 49.66 | |
| Diff-style2025.09 | 29.15 | 58.84 | 57.94 | 57.44 | 50.84 | |
| No Adaptation2025.09 | 22.12 | 59.52 | 57.94 | 56.35 | 48.98 | |
| ADVENT2025.09 | 20.77 | 59.52 | 57.94 | 56.35 | 48.64 |