Medical Image Segmentation on Abdominal Abd MRI -> CT (test)
89.04Liver ScoreFully supervised
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 89.04 | 90.5 | 85.49 | 87.22 | 88.06 | |
| Ours-PL2025.09 | 84.89 | 82.33 | 85.74 | 90.47 | 85.86 | |
| Ours-AD2025.09 | 81.03 | 75.3 | 84.5 | 88.67 | 82.38 | |
| DSMReference=TIP’252026.06 | 77.69 | 56.6 | 56.45 | 59.63 | 62.59 | |
| PATNetReference=ECCV’222026.06 | 75.94 | 46.62 | 42.68 | 63.94 | 57.29 | |
| Ours-GS2025.09 | 75.05 | 77.03 | 86.72 | 84.24 | 80.76 | |
| FPL+2025.09 | 74.2 | 71.6 | 79.15 | 78.45 | 75.85 | |
| CycleGAN2025.09 | 74.09 | 62.03 | 67.88 | 76.24 | 70.06 | |
| FAMNetReference=AAAI’252026.06 | 73.57 | 57.79 | 61.89 | 65.78 | 64.75 | |
| PSP2026.06 | 73.44 | 64.48 | 69.17 | 65.91 | 68.25 | |
| FDA2025.09 | 71.55 | 71.02 | 81.27 | 80.06 | 75.97 | |
| SSL-ALPReference=TMI’222026.06 | 71.38 | 34.48 | 32.32 | 51.67 | 47.46 | |
| RobustEMDReference=AIIM’252026.06 | 69.82 | 63.79 | 50.34 | 59.88 | 60.95 | |
| RPTReference=MICCAI’232026.06 | 65.87 | 40.07 | 35.97 | 51.22 | 48.28 | |
| ADNetReference=MIA’222026.06 | 64.25 | 37.39 | 25.62 | 42.94 | 42.55 | |
| PSIGAN2025.09 | 63.53 | 77.09 | 76.94 | 71.01 | 72.14 | |
| CyCADA2025.09 | 63.31 | 72.06 | 69.6 | 74.09 | 69.77 | |
| CATNetReference=MICCAI’232026.06 | 54.52 | 41.73 | 40.24 | 45.84 | 45.6 | |
| IFAReference=CVPR’242026.06 | 50.05 | 36.45 | 32.69 | 43.08 | 40.57 | |
| Diff-style2025.09 | 41.52 | 76.85 | 73.38 | 76.23 | 67 | |
| SIFA2025.09 | 41.34 | 32.96 | 37.92 | 53.59 | 41.45 | |
| GenericSSL2025.09 | 36.79 | 36.22 | 56.33 | 9.72 | 34.77 | |
| ADVENT2025.09 | 21.18 | 72.19 | 67.98 | 14.95 | 44.08 | |
| No Adaptation2025.09 | 9.66 | 61.45 | 70.32 | 17.05 | 39.62 |