Medical Image Segmentation on Spleen (test)
97.89DSCFully Supervised
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fully SupervisedLabeled data ratio (la)=100%2021.08 | 97.89 | 0.02 | |
| Duo-SegNetLabeled data ratio (la)=50%2021.08 | 96.03 | 0.03 | |
| Deep Co-trainingLabeled data ratio (la)=50%2021.08 | 94.9 | 0.05 | |
| VATLabeled data ratio (la)=50%2021.08 | 94.34 | 0.05 | |
| Mean TeacherLabeled data ratio (la)=50%2021.08 | 92.98 | 0.06 | |
| Duo-SegNetLabeled data ratio (la)=20%2021.08 | 92.19 | 0.07 | |
| VATLabeled data ratio (la)=20%2021.08 | 91.37 | 0.07 | |
| Mean TeacherLabeled data ratio (la)=20%2021.08 | 90.76 | 0.08 | |
| Deep Co-trainingLabeled data ratio (la)=20%2021.08 | 89.65 | 0.09 | |
| Duo-SegNetLabeled data ratio (la)=5%2021.08 | 88.02 | 0.1 | |
| Pseudo LabelingLabeled data ratio (la)=50%2021.08 | 84.81 | 0.12 | |
| Deep Co-trainingLabeled data ratio (la)=5%2021.08 | 79.18 | 0.16 | |
| VATLabeled data ratio (la)=5%2021.08 | 78.31 | 0.19 | |
| Mean TeacherLabeled data ratio (la)=5%2021.08 | 75.44 | 0.2 | |
| Pseudo LabelingLabeled data ratio (la)=20%2021.08 | 68.81 | 0.21 | |
| Pseudo LabelingLabeled data ratio (la)=5%2021.08 | 67.7 | 0.24 |