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Benchmarks
Skin Lesion Segmentation on ISIC 2018 (20% labeled)
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85.43
Dice Coefficient
CrossMatch
81.01
82.1575
83.305
84.4525
May 1, 2024
Dice Coefficient
Jaccard Index
95% Hausdorff Distance
Average Surface Distance
Updated 4d ago
Evaluation Results
Method
Method
Links
Dice Coefficient
Jaccard Index
95% Hausdorff Distance
Average Surface Distance
CrossMatch
Labeled scans=518(20%)...
2024.05
85.43
76.68
23.77
9.34
UniMatch
Labeled scans=518(20%)...
2024.05
84.76
75.6
25.44
10.24
FixMatch
Labeled scans=518(20%)...
2024.05
84.01
75.67
26.98
9.99
DTC
Labeled scans=518(20%)...
2024.05
83.07
73.86
31.49
12.37
UA-MT
Labeled scans=518(20%)...
2024.05
82.21
72.47
39.46
16.09
U-Net
Labeled scans=518(20%)...
2024.05
81.18
71.54
35.73
14.22
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