Medical Image Segmentation on ACDC LV (5% labeled)
91.77DSC (%)COT+CAVAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| COT+CAVATlabeled %=5%2021.07 | 91.77 | 6.2 | 5.36 | |
| MT+CAVATlabeled %=5%2021.07 | 91.57 | 7.54 | 2.32 | |
| Co-traininglabeled %=5%2021.07 | 91.35 | 8.63 | 5.44 | |
| Mean Teacherlabeled %=5%2021.07 | 91.25 | 9.1 | 3.26 | |
| CAVATlabeled %=5%2021.07 | 89.89 | 12.15 | 4.67 | |
| VATlabeled %=5%2021.07 | 89.8 | 13.38 | 5.31 | |
| CAVAT (ru = 0)labeled %=5%, constraint_loss_weight=02021.07 | 89.42 | 15.34 | 4.8 | |
| Entropy minlabeled %=5%2021.07 | 88.89 | 11.98 | 4.99 | |
| Baselinelabeled %=5%2021.07 | 88.47 | 10.12 | 6.31 |