Cardiac Segmentation on MM-WHS MRI 4-shot (test)
55.07Dice (Myocardium)GenMed-Full
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GenMed-Fullshot_count=4-shot, modality=MRI2026.05 | 55.07 | 53.76 | 72.53 | 40.32 | 73.67 | 46.64 | 73.76 | 46.61 | 61.11 | 40.84 | 67.23 | 45.64 | |
| GenMed-Naiveshot_count=4-shot, modality=MRI2026.05 | 54.34 | 48.42 | 69.69 | 39.43 | 72.09 | 44.78 | 75.92 | 48.09 | 63.22 | 41.46 | 67.05 | 44.44 | |
| Input-Cond Diffusionshot_count=4-shot, modality=MRI2026.05 | 49.19 | 44.88 | 20.64 | 16.48 | 65.81 | 35.22 | 55.19 | 33.74 | 9.44 | 17.09 | 40.06 | 29.48 | |
| Registration Atlasshot_count=4-shot, modality=MRI2026.05 | 47.88 | 43.62 | 49.24 | 24.56 | 59.99 | 30.42 | 65.89 | 35.18 | 49.78 | 28.41 | 54.56 | 32.44 | |
| nnU-Netshot_count=4-shot, modality=MRI2026.05 | 33.12 | 32.3 | 48.79 | 25.47 | 55.48 | 26.19 | 41.42 | 19.53 | 31.78 | 19.57 | 42.12 | 24.61 |