MMWHS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | MMWHS | Dice Score86.9 | 36 | |
| 3D Medical Image Segmentation | MMWHS MRI | Dice70.8 | 24 | |
| 3D Medical Image Segmentation | MMWHS CT | Dice Score0.765 | 24 | |
| Cardiac substructure segmentation | MMWHS CT to MRI (test) | Dice (AA)81.6 | 14 | |
| Unsupervised Domain Adaptation | MMWHS CT to MR (test) | Dice (AA)82.8 | 11 | |
| Cardiac Image Segmentation | MMWHS CT → MRI | Average Dice80.3 | 10 | |
| Unsupervised Domain Adaptation | MMWHS MR to CT (test) | Dice (AA)93.2 | 10 | |
| Ring Artifact Reduction | MMWHS | MAE4.3 | 9 | |
| 3D organ reconstruction | MMWHS Heart v1 (test) | MCD (Mean Contour Distance)23.094 | 5 | |
| Cardiac MRI Segmentation | MMWHS (train) | DSC79.83 | 5 | |
| LPP Artifact Correction | MMWHS (test) | MAE200 | 1 |
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