MM-WHS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | MM-WHS (test) | Dice Score96 | 62 | |
| Cardiac Image Segmentation | MM-WHS MR to CT 2017 (test) | Dice (AA)90.8 | 36 | |
| Medical Image Segmentation | MM-WHS Cardiac CT → Cardiac MRI | Dice (LVM)90.94 | 14 | |
| Medical Image Segmentation | MM-WHS Cardiac MRI → Cardiac CT | Dice (LVM)88.33 | 14 | |
| Cardiac Image Segmentation | MM-WHS Cardiac CT → Cardiac MRI | 95HD (LVM)3.37 | 14 | |
| Cardiac Image Segmentation | MM-WHS Cardiac MRI → Cardiac CT | 95HD (LVM)2.58 | 14 | |
| Cardiac Image Segmentation | MM-WHS target domain 1-shot 2017 | Dice AA64.4 | 9 | |
| Cardiac Structure Segmentation | MM-WHS MRI to CT adaptation (test) | AA Score93.1 | 6 | |
| Semantic Segmentation | MM-WHS CT to MRI adaptation | AA Score76.7 | 6 | |
| Cardiac Segmentation | MM-WHS MRI 4-shot (test) | Dice (Myocardium)55.07 | 5 | |
| Cardiac Segmentation | MM-WHS MRI 2-shot (test) | Dice (Myocardium)49.56 | 5 | |
| Cardiac Segmentation | MM-WHS CT 4-shot (test) | Dice (Myocardium)72.05 | 5 | |
| Cardiac Segmentation | MM-WHS CT 2-shot (test) | Dice (Myocardium)70.3 | 5 | |
| Volumetric Segmentation | MM-WHS MR 2017 (test) | LA Dice86.4 | 4 | |
| Volumetric Segmentation | MM-WHS CT 2017 (test) | LA Dice90.2 | 4 | |
| Mesh Reconstruction | MM-WHS Whole-Heart Aggregate 2017 | Mean Chamfer Distance1.8 | 1 |
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