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Benchmarks
Skin Lesion Segmentation on ISIC 2018 (5% labeled)
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84.1
Dice
CrossMatch
59.816
66.1205
72.425
78.7295
May 1, 2024
Dice
Jaccard
95HD
ASD
Updated 4d ago
Evaluation Results
Method
Method
Links
Dice
Jaccard
95HD
ASD
CrossMatch
Labeled scans=129(5%),...
2024.05
84.1
74.69
28.6
11.28
UniMatch
Labeled scans=129(5%),...
2024.05
83.44
74.15
30.37
12.33
FixMatch
Labeled scans=129(5%),...
2024.05
83.15
73.54
30.4
12.02
DTC
Labeled scans=129(5%),...
2024.05
76.59
66.13
49.52
20.65
UA-MT
Labeled scans=129(5%),...
2024.05
70.22
58.77
59.91
24.96
U-Net
Labeled scans=129(5%),...
2024.05
60.75
49.41
82.28
38.69
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