Cardiac Image Segmentation on MM-WHS Cardiac CT → Cardiac MRI
3.3795HD (LVM)Fully supervised
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 3.37 | 15.37 | 3.86 | 6.26 | 7.21 | |
| Ours-AD2025.09 | 12.59 | 59.19 | 30.18 | 40.39 | 35.59 | |
| Ours-PL2025.09 | 22.46 | 40.86 | 43.64 | 27.76 | 33.68 | |
| CyCADA2025.09 | 24.96 | 54.06 | 32.02 | 61.37 | 43.1 | |
| Ours-GS2025.09 | 26.96 | 30.77 | 33.57 | 47.97 | 34.82 | |
| FPL+2025.09 | 28.77 | 65.42 | 38.75 | 42.34 | 43.82 | |
| PSIGAN2025.09 | 36.15 | 66.97 | 47.25 | 52.99 | 50.84 | |
| GenericSSL2025.09 | 37.36 | 47.11 | 39.46 | 52.22 | 44.04 | |
| ADVENT2025.09 | 43.36 | 54.07 | 37.89 | 33.56 | 42.22 | |
| CycleGAN2025.09 | 47.04 | 49.12 | 47.22 | 48.39 | 47.94 | |
| Diff-style2025.09 | 53.27 | 43.19 | 55.29 | 43.96 | 48.93 | |
| FDA2025.09 | 60.02 | 53.54 | 60.37 | 72.05 | 61.5 | |
| No Adaptation2025.09 | 68.6 | 64.35 | 60.88 | 72.45 | 66.57 | |
| SIFA2025.09 | 77.08 | 55.41 | 34.35 | 77.67 | 61.13 |