Skin Lesion Segmentation on ISIC 2018 (5% labeled)
84.1DiceCrossMatch
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CrossMatchLabeled scans=129(5%), Unlabeled scans=2465(95%)2024.05 | 84.1 | 74.69 | 28.6 | 11.28 | |
| UniMatchLabeled scans=129(5%), Unlabeled scans=2465(95%)2024.05 | 83.44 | 74.15 | 30.37 | 12.33 | |
| FixMatchLabeled scans=129(5%), Unlabeled scans=2465(95%)2024.05 | 83.15 | 73.54 | 30.4 | 12.02 | |
| DTCLabeled scans=129(5%), Unlabeled scans=2465(95%)2024.05 | 76.59 | 66.13 | 49.52 | 20.65 | |
| UA-MTLabeled scans=129(5%), Unlabeled scans=2465(95%)2024.05 | 70.22 | 58.77 | 59.91 | 24.96 | |
| U-NetLabeled scans=129(5%), Unlabeled scans=02024.05 | 60.75 | 49.41 | 82.28 | 38.69 |