Skin Lesion Segmentation on ISIC 2018 (10% labeled)
84.71Dice ScoreCrossMatch
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CrossMatchLabeled scans=259(10%), Unlabeled scans=2335(90%)2024.05 | 84.71 | 75.81 | 25.56 | 9.91 | |
| UniMatchLabeled scans=259(10%), Unlabeled scans=2335(90%)2024.05 | 84.19 | 75.19 | 25.57 | 10.08 | |
| FixMatchLabeled scans=259(10%), Unlabeled scans=2335(90%)2024.05 | 83.42 | 73.77 | 27.28 | 10.98 | |
| DTCLabeled scans=259(10%), Unlabeled scans=2335(90%)2024.05 | 79.29 | 69.36 | 44.49 | 18.46 | |
| UA-MTLabeled scans=259(10%), Unlabeled scans=2335(90%)2024.05 | 77.88 | 68.76 | 46.15 | 17.8 | |
| U-NetLabeled scans=259(10%), Unlabeled scans=02024.05 | 76.16 | 66.55 | 43.76 | 17.21 |