Medical Image Segmentation on PROMISE12 8% labeled
77.24DSCMT+CAVAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MT+CAVATlabeled %=8%2021.07 | 77.24 | 8.65 | 11.68 | |
| COT+CAVATlabeled %=8%2021.07 | 75.47 | 8.52 | 13.02 | |
| CAVATlabeled %=8%2021.07 | 75.37 | 11.58 | 9.44 | |
| Mean Teacherlabeled %=8%2021.07 | 75.08 | 8.48 | 16.17 | |
| CAVAT (ru = 0)labeled %=8%, constraint_loss_weight=02021.07 | 73.53 | 11.76 | 11.74 | |
| VATlabeled %=8%2021.07 | 73.33 | 9.87 | 13.16 | |
| Entropy minlabeled %=8%2021.07 | 68.68 | 8.66 | 21.28 | |
| Co-traininglabeled %=8%2021.07 | 67.64 | 8.68 | 24.07 | |
| Baselinelabeled %=8%2021.07 | 66.79 | 9.75 | 21.73 |