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Benchmarks
Skin Lesion Segmentation on ISIC 2018 (10% labeled)
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84.71
Dice Score
CrossMatch
75.818
78.1265
80.435
82.7435
May 1, 2024
Dice Score
Jaccard Index
95th Percentile Hausdorff Distance (voxel)
Average Symmetric Surface Distance (voxel)
Updated 4d ago
Evaluation Results
Method
Method
Links
Dice Score
Jaccard Index
95th Percentile Hausdorff Distance (voxel)
Average Symmetric Surface Distance (voxel)
CrossMatch
Labeled scans=259(10%)...
2024.05
84.71
75.81
25.56
9.91
UniMatch
Labeled scans=259(10%)...
2024.05
84.19
75.19
25.57
10.08
FixMatch
Labeled scans=259(10%)...
2024.05
83.42
73.77
27.28
10.98
DTC
Labeled scans=259(10%)...
2024.05
79.29
69.36
44.49
18.46
UA-MT
Labeled scans=259(10%)...
2024.05
77.88
68.76
46.15
17.8
U-Net
Labeled scans=259(10%)...
2024.05
76.16
66.55
43.76
17.21
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