Full heart segmentation on TotalSegmentator (TS) (test)
83.8Dice (Myo)GenMed-Full
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GenMed-Fullcategory=our method2026.05 | 83.8 | 89.62 | 78.06 | 76.01 | 90.77 | 87.46 | 86.29 | 81.37 | 88.27 | 82.49 | 85.44 | 83.39 | |
| DiffAtlasTraining Setting=Full2025.03 | 83.52 | 88.87 | 77.21 | 75.7 | 90.13 | 86.35 | 86.52 | 80.76 | 88.36 | 82.06 | 85.17 | 82.74 | |
| GenMed-Naivecategory=our method2026.05 | 83.52 | 88.87 | 77.21 | 75.7 | 90.13 | 86.35 | 86.52 | 80.76 | 88.36 | 82.06 | 85.17 | 82.74 | |
| SwinUNETRcategory=discriminative method2026.05 | 80.36 | 83.71 | 67.69 | 58.31 | 87.66 | 79.67 | 82.94 | 72.04 | 88.13 | 79.27 | 81.36 | 74.6 | |
| ICFTraining Setting=Full2025.03 | 80.22 | 83.67 | 78.06 | 75.16 | 88.32 | 82.24 | 83.21 | 73.43 | 88.48 | 81.62 | 83.66 | 79.22 | |
| nnU-Netcategory=discriminative method2026.05 | 80.22 | 83.67 | 78.06 | 75.16 | 88.32 | 82.24 | 83.21 | 73.43 | 88.48 | 81.62 | 83.66 | 79.22 | |
| ICMDTraining Setting=Full2025.03 | 77.8 | 84.3 | 74.2 | 73.34 | 87.44 | 81.64 | 82.72 | 76.25 | 86.53 | 79.68 | 81.74 | 79.04 | |
| Input-Cond Diffusioncategory=input-conditioned generative method2026.05 | 77.8 | 84.3 | 74.2 | 73.34 | 87.44 | 81.64 | 82.72 | 76.25 | 86.53 | 79.68 | 81.74 | 79.04 |