Medical Image Segmentation on Nuclei (test)
91.36DSCFully Supervised
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fully SupervisedLabeled data ratio (la)=100%2021.08 | 91.36 | 2.25 | |
| Duo-SegNetLabeled data ratio (la)=50%2021.08 | 89.28 | 3.03 | |
| Deep Co-trainingLabeled data ratio (la)=50%2021.08 | 89.2 | 3.08 | |
| VATLabeled data ratio (la)=50%2021.08 | 88.45 | 3.26 | |
| Mean TeacherLabeled data ratio (la)=50%2021.08 | 87.99 | 3.36 | |
| Duo-SegNetLabeled data ratio (la)=20%2021.08 | 87.83 | 3.43 | |
| Deep Co-trainingLabeled data ratio (la)=20%2021.08 | 87.15 | 3.8 | |
| Duo-SegNetLabeled data ratio (la)=5%2021.08 | 87.14 | 3.57 | |
| VATLabeled data ratio (la)=20%2021.08 | 86.43 | 3.77 | |
| Pseudo LabelingLabeled data ratio (la)=50%2021.08 | 85.91 | 3.84 | |
| Deep Co-trainingLabeled data ratio (la)=5%2021.08 | 85.83 | 4.08 | |
| VATLabeled data ratio (la)=5%2021.08 | 85.24 | 4.09 | |
| Mean TeacherLabeled data ratio (la)=20%2021.08 | 84.92 | 4.3 | |
| Mean TeacherLabeled data ratio (la)=5%2021.08 | 83.78 | 4.78 | |
| Pseudo LabelingLabeled data ratio (la)=20%2021.08 | 72.46 | 6.37 | |
| Pseudo LabelingLabeled data ratio (la)=5%2021.08 | 60.9 | 8.4 |