Medical Image Segmentation on MM-WHS Cardiac MRI → Cardiac CT (Dice)
88.33Dice (LVM)Fully supervised
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 88.33 | 89.69 | 94.7 | 83.1 | 88.95 | |
| GenericSSL2025.09 | 87.95 | 91.88 | 91.02 | 91.06 | 90.48 | |
| Ours-GS2025.09 | 86.84 | 92.04 | 92.63 | 89.07 | 90.14 | |
| Ours-PL2025.09 | 79.18 | 84.5 | 86.78 | 89.23 | 84.92 | |
| Ours-AD2025.09 | 79.04 | 85.23 | 89.45 | 85.92 | 84.91 | |
| FPL+2025.09 | 75.5 | 81.2 | 86.4 | 78.3 | 80.35 | |
| ADVENT2025.09 | 75.08 | 79.19 | 89.11 | 87.9 | 82.82 | |
| CycleGAN2025.09 | 74.76 | 83.02 | 88.66 | 84.34 | 82.7 | |
| CyCADA2025.09 | 69.78 | 87.63 | 84.69 | 65.43 | 76.88 | |
| SIFA2025.09 | 65.72 | 78.36 | 81.59 | 71.82 | 74.37 | |
| No Adaptation2025.09 | 63.72 | 66.73 | 82.84 | 68.19 | 70.37 | |
| FDA2025.09 | 59.09 | 33.88 | 73.9 | 17.99 | 46.22 | |
| Diff-style2025.09 | 51.71 | 36.92 | 31.83 | 64.77 | 46.31 | |
| PSIGAN2025.09 | 13.9 | 22.26 | 27.42 | 63.24 | 31.71 |