Medical Image Segmentation on Abdominal Multi-Organ CT → MRI
14.0995HD (Liver)Fully supervised
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 14.09 | 10.12 | 17.87 | 25.36 | 16.86 | |
| Ours-GSmode=Generative Strategy2025.09 | 29.69 | 23.65 | 19.94 | 21.22 | 23.63 | |
| CycleGAN2025.09 | 32.69 | 34.46 | 30.31 | 26.34 | 30.95 | |
| GenericSSL2025.09 | 33.99 | 39.73 | 43.02 | 37.06 | 38.45 | |
| Ours-PLmode=Pseudo Labeling2025.09 | 35.25 | 19.44 | 22.17 | 14.16 | 22.76 | |
| Ours-ADmode=Adversarial Training2025.09 | 35.94 | 27.95 | 26.93 | 19.84 | 27.66 | |
| CyCADA2025.09 | 38.03 | 35.97 | 28.08 | 31.1 | 33.29 | |
| SIFA2025.09 | 41.52 | 52.09 | 25.4 | 45.2 | 41.05 | |
| FPL+2025.09 | 44.35 | 32.75 | 30.7 | 26.4 | 33.55 | |
| FDA2025.09 | 47.78 | 31.8 | 32.76 | 25.4 | 34.44 | |
| PSIGAN2025.09 | 60.94 | 45.34 | 36.84 | 33.58 | 44.17 | |
| Diff-style2025.09 | 70.19 | 41.47 | 34.95 | 37.93 | 46.13 | |
| No Adaptation2025.09 | 72.88 | 42.06 | 40.48 | 43.23 | 49.66 | |
| ADVENT2025.09 | 79.51 | 42.06 | 40.48 | 43.65 | 51.42 |