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ResearchFormerly WizWand

Skin Lesion Segmentation on Skin Lesion Average

94.4DiceSAM2+OBBSeg(Circle)
65.17672.76380.3587.937Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
SAM2+OBBSeg(Circle)Year=Ours, Supervision=weak+prompt2026.0794.4
SAM2+OBBSeg(Box)Year=Ours, Supervision=weak+prompt2026.0794.3
SAM3(Box)Year=2025, Supervision=full+prompt2026.0793.5
SAM2+OBBSeg(Scribble)Year=Ours, Supervision=weak+prompt2026.0791.9
EMCADYear=2024CVPR, Supervision=full2026.0789.1
SAM2(Box)Year=2024, Supervision=full+prompt2026.0789
CASCADEYear=2023WACV, Supervision=full2026.0788.6
SAM2+OBBSeg(Point)Year=Ours, Supervision=weak+prompt2026.0788
WeakPolyp+M2OSupervision=weak2026.0787.8
TransUNetSupervision=full2026.0787.6
KnowSAMYear=2025TMI, Supervision=semi2026.0787.2
SANetYear=2021MICCAI, Supervision=full2026.0786.9
WeakPolypYear=2023MICCAI, Supervision=weak2026.0786.6
PraNetYear=2020MICCAI, Supervision=full2026.0786.5
U-Net++Year=2018DLMIA, Supervision=full2026.0785.8
AttnUNetSupervision=full2026.0785.8
SAM2(Point)Year=2024, Supervision=full+prompt2026.0785.7
U-NetYear=2015MICCAI, Supervision=full2026.0785.3
SAM3(Point)Year=2025, Supervision=full+prompt2026.0780.7
MEGANetYear=2024CVPR, Supervision=full2026.0766.3