Cardiac Image Segmentation on MM-WHS Cardiac MRI → Cardiac CT
2.5895HD (LVM)Fully supervised
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully supervised2025.09 | 2.58 | 5.01 | 8.3 | 13.3 | 7.3 | |
| GenericSSL2025.09 | 5.55 | 6.05 | 4.52 | 23.29 | 9.85 | |
| Ours-AD2025.09 | 6.78 | 10.5 | 4.38 | 6.8 | 7.11 | |
| Ours-PL2025.09 | 7.11 | 11.29 | 5.36 | 17.55 | 10.33 | |
| No Adaptation2025.09 | 9.03 | 18.33 | 10.67 | 15.5 | 13.38 | |
| Ours-GS2025.09 | 10.2 | 6.07 | 9.27 | 19.31 | 11.21 | |
| FPL+2025.09 | 12.8 | 17.5 | 9.2 | 18.3 | 14.45 | |
| FDA2025.09 | 14.3 | 29.76 | 20.08 | 62.38 | 31.63 | |
| CycleGAN2025.09 | 14.78 | 38.68 | 6.44 | 36.64 | 24.14 | |
| ADVENT2025.09 | 15.16 | 14.74 | 5.15 | 13.74 | 12.19 | |
| Diff-style2025.09 | 17.12 | 88.67 | 22.13 | 50.13 | 44.51 | |
| CyCADA2025.09 | 19.96 | 17.12 | 9.67 | 25.05 | 17.95 | |
| SIFA2025.09 | 20.18 | 27.05 | 21.73 | 26.56 | 23.88 | |
| PSIGAN2025.09 | 26.96 | 29.7 | 23.47 | 27.74 | 26.97 |