Cardiac Segmentation on MM-WHS CT 4-shot (test)
72.05Dice (Myocardium)GenMed-Naive
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GenMed-Naiveshot_count=4-shot, modality=CT2026.05 | 72.05 | 53.21 | 83.07 | 56.69 | 86.72 | 44.4 | 74.56 | 41.35 | 79.5 | 55.69 | 79.18 | 50.27 | |
| GenMed-Fullshot_count=4-shot, modality=CT2026.05 | 70.36 | 51.66 | 82.95 | 61.74 | 86.06 | 54.39 | 75.57 | 49.22 | 81.42 | 59.38 | 79.27 | 55.28 | |
| Registration Atlasshot_count=4-shot, modality=CT2026.05 | 49.61 | 41.69 | 61.03 | 34.53 | 71.21 | 35.72 | 58.01 | 39.12 | 65.95 | 33.88 | 61.16 | 36.99 | |
| Input-Cond Diffusionshot_count=4-shot, modality=CT2026.05 | 43.32 | 40.74 | 38.49 | 24.55 | 62.8 | 38.74 | 51.05 | 25.59 | 28.65 | 19.34 | 44.86 | 29.79 | |
| nnU-Netshot_count=4-shot, modality=CT2026.05 | 35.35 | 31.13 | 60.25 | 18.71 | 71.78 | 31.14 | 40.4 | 16.29 | 64.39 | 40.73 | 54.43 | 27.6 |