Medical Image Segmentation on Abdominal Multi-Organ MRI → CT
14.2895HD (Liver)Fully supervised
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 14.28 | 11.83 | 6.82 | 9.49 | 10.61 | |
| Ours-PLmode=Pseudo Labeling2025.09 | 17.31 | 10.57 | 14.35 | 7.26 | 12.37 | |
| Ours-ADmode=Adversarial Training2025.09 | 20.74 | 12.45 | 22.16 | 8.82 | 16.04 | |
| Ours-GSmode=Generative Strategy2025.09 | 26.23 | 10.17 | 19.85 | 13.2 | 17.36 | |
| CycleGAN2025.09 | 27.66 | 28.82 | 30.97 | 20.43 | 26.97 | |
| FDA2025.09 | 29.88 | 16.56 | 26.37 | 16.61 | 22.36 | |
| SIFA2025.09 | 30.01 | 37.73 | 18.15 | 32.1 | 29.5 | |
| FPL+2025.09 | 31.4 | 16.9 | 24.5 | 17.6 | 22.6 | |
| PSIGAN2025.09 | 34.66 | 20.41 | 19.12 | 25.91 | 25.03 | |
| CyCADA2025.09 | 41.27 | 23.49 | 17.83 | 20.66 | 25.81 | |
| GenericSSL2025.09 | 62.18 | 35.98 | 54.94 | 82.72 | 58.95 | |
| Diff-style2025.09 | 62.85 | 21.1 | 17.89 | 19.15 | 30.25 | |
| ADVENT2025.09 | 80.76 | 31.86 | 26.98 | 90.31 | 57.48 | |
| No Adaptation2025.09 | 97.56 | 29.58 | 37.91 | 88.32 | 63.34 |