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Benchmarks
Skin Lesion Segmentation on ISIC 2018 (val)
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94.27
Dice Coefficient
SAM-Adapter
92.0236
92.6068
93.19
93.7732
Jun 17, 2026
Dice Coefficient
Intersection over Union (IoU)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Coefficient
Intersection over Union (IoU)
SAM-Adapter
Backbone=ViT-B, Extern...
2026.06
94.27
-
DilatedSkinNet
Explainability=No
2026.06
94.2
89.1
PEFT-MedSAM
Backbone=ViT-B, Explai...
2026.06
94.11
89.18
AttenUNet X
Backbone=CNN, External...
2026.06
92.11
85.33
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