Skin Lesion Segmentation on ISIC 2018 (20% labeled)
85.43Dice CoefficientCrossMatch
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CrossMatchLabeled scans=518(20%), Unlabeled scans=2076(80%)2024.05 | 85.43 | 76.68 | 23.77 | 9.34 | |
| UniMatchLabeled scans=518(20%), Unlabeled scans=2076(80%)2024.05 | 84.76 | 75.6 | 25.44 | 10.24 | |
| FixMatchLabeled scans=518(20%), Unlabeled scans=2076(80%)2024.05 | 84.01 | 75.67 | 26.98 | 9.99 | |
| DTCLabeled scans=518(20%), Unlabeled scans=2076(80%)2024.05 | 83.07 | 73.86 | 31.49 | 12.37 | |
| UA-MTLabeled scans=518(20%), Unlabeled scans=2076(80%)2024.05 | 82.21 | 72.47 | 39.46 | 16.09 | |
| U-NetLabeled scans=518(20%), Unlabeled scans=02024.05 | 81.18 | 71.54 | 35.73 | 14.22 |