Cardiac Segmentation on MSCMRseg (test)
94.4LV DicennUNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| nnUNetAnnotations=mask2025.08 | 94.4 | 88.2 | 88 | 90.2 | |
| RefineSegAnnotations=coarse2025.08 | 90.4 | 83.9 | 81.2 | 85.2 | |
| ScribFormerAnnotations=scribbles2025.08 | 89.6 | 81.3 | 80.7 | 83.9 | |
| ScribbleVS PLESSframework=PLESS2026.02 | 87.1 | 84.8 | 92.8 | 88.2 | |
| CycleMixAnnotations=scribbles2025.08 | 87 | 73.9 | 79.1 | 80 | |
| CycleMix2026.02 | 87 | 73.9 | 79.1 | 80 | |
| PointWSSISAnnotations=5%mask+point2025.08 | 84.4 | 74.8 | 70.5 | 76.5 | |
| PA-SegAnnotations=points2025.08 | 77.1 | 60.9 | 53.4 | 63.8 | |
| WeakPolypAnnotations=box2025.08 | 76.7 | 56.6 | 51.6 | 61.5 | |
| BoxInstAnnotations=box2025.08 | 74.7 | 50.3 | 49.4 | 58.1 | |
| LC-MILAnnotations=coarse2025.08 | 72.3 | 53.7 | 52 | 59.3 | |
| CutMix2026.02 | 57.8 | 62.2 | 76.1 | 65.4 | |
| Co-Mixup2026.02 | 35.6 | 34.3 | 5.3 | 25.1 | |
| Puzzle Mix2026.02 | 6.1 | 63.4 | 2.8 | 24.1 |