Myocardium Segmentation on ACDC (test)
89.55DSC (%)Baseline
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BaselineLabeled data ratio=100%2021.07 | 89.55 | 4.17 | 1.91 | — | — | — | |
| MT+CAVATLabeled data ratio=3%2021.07 | 82.68 | 9.87 | 3.82 | — | — | — | |
| Mean TeacherLabeled data ratio=3%2021.07 | 82.56 | 11.62 | 4.26 | — | — | — | |
| CAVATLabeled data ratio=3%2021.07 | 79.59 | 26.2 | 6.52 | — | — | — | |
| COT + CAVATLabeled data ratio=3%2021.07 | 79.25 | 12.34 | 8.92 | — | — | — | |
| CAVAT (rw = 0)Labeled data ratio=3%2021.07 | 78.44 | 27.16 | 6.48 | — | — | — | |
| VATLabeled data ratio=3%2021.07 | 78.26 | 26.45 | 8.77 | — | — | — | |
| Co-trainingLabeled data ratio=3%2021.07 | 75.82 | 13.24 | 12.5 | — | — | — | |
| BaselineLabeled data ratio=3%2021.07 | 75 | 27.85 | 10.26 | — | — | — | |
| Entropy minLabeled data ratio=3%2021.07 | 74.01 | 22.06 | 11.68 | — | — | — | |
| rNCABackbone=UNet2025.12 | — | — | — | — | 0.03 | 0.05 | |
| rNCABackbone=Swin2025.12 | — | — | — | — | 0.02 | 0.06 | |
| Swin2025.12 | — | — | — | — | 0.09 | 0.12 | |
| TEDS2025.12 | — | — | — | — | 0 | 0 | |
| TopoLoss2025.12 | — | — | — | — | 0.02 | 0.06 | |
| UNet2025.12 | — | — | — | — | 0.04 | 0.07 |