Medical Image Segmentation on Heart (test)
97.17DSCFully Supervised
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fully SupervisedLabeled data ratio (la)=100%2021.08 | 97.17 | 0.02 | |
| Duo-SegNetLabeled data ratio (la)=50%2021.08 | 95.56 | 0.03 | |
| VATLabeled data ratio (la)=50%2021.08 | 94.83 | 0.04 | |
| Deep Co-trainingLabeled data ratio (la)=50%2021.08 | 94.55 | 0.04 | |
| Mean TeacherLabeled data ratio (la)=50%2021.08 | 93.43 | 0.05 | |
| Duo-SegNetLabeled data ratio (la)=20%2021.08 | 93.21 | 0.05 | |
| VATLabeled data ratio (la)=20%2021.08 | 91.6 | 0.06 | |
| Deep Co-trainingLabeled data ratio (la)=20%2021.08 | 91.54 | 0.06 | |
| Mean TeacherLabeled data ratio (la)=20%2021.08 | 87.59 | 0.09 | |
| Duo-SegNetLabeled data ratio (la)=5%2021.08 | 86.79 | 0.1 | |
| Deep Co-trainingLabeled data ratio (la)=5%2021.08 | 85.96 | 0.1 | |
| VATLabeled data ratio (la)=5%2021.08 | 85.33 | 0.11 | |
| Pseudo LabelingLabeled data ratio (la)=50%2021.08 | 80.75 | 0.13 | |
| Pseudo LabelingLabeled data ratio (la)=20%2021.08 | 79.86 | 0.13 | |
| Mean TeacherLabeled data ratio (la)=5%2021.08 | 71 | 0.22 | |
| Pseudo LabelingLabeled data ratio (la)=5%2021.08 | 65.92 | 0.2 |