Medical Image Segmentation on ACDC Myo (5% labeled)
84.28DSCMean Teacher
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mean Teacherlabeled %=5%2021.07 | 84.28 | 11.31 | 3.2 | |
| MT+CAVATlabeled %=5%2021.07 | 84.26 | 9.43 | 1.75 | |
| CAVATlabeled %=5%2021.07 | 81.8 | 19.2 | 4.53 | |
| CAVAT (ru = 0)labeled %=5%, constraint_loss_weight=02021.07 | 81.68 | 15.15 | 5.69 | |
| VATlabeled %=5%2021.07 | 81.19 | 17.36 | 5.6 | |
| COT+CAVATlabeled %=5%2021.07 | 80.21 | 12.3 | 8.27 | |
| Co-traininglabeled %=5%2021.07 | 77.88 | 12.94 | 10.86 | |
| Baselinelabeled %=5%2021.07 | 77.7 | 12.33 | 9.3 | |
| Entropy minlabeled %=5%2021.07 | 77.09 | 14.68 | 9.31 |