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ResearchFormerly WizWand

Nodule & Tumor Segmentation on TN3K

91.2Dice CoefficientSAM2+OBBSeg(Circle)
49.80860.55471.382.046Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
SAM2+OBBSeg(Circle)Year=Ours, Supervision=weak+prompt2026.0791.2
SAM2+OBBSeg(Box)Year=Ours, Supervision=weak+prompt2026.0788.8
SAM3(Box)Year=2025, Supervision=full+prompt2026.0787.4
SAM2+OBBSeg(Scribble)Year=Ours, Supervision=weak+prompt2026.0786.6
SAM2+OBBSeg(Point)Year=Ours, Supervision=weak+prompt2026.0784.3
SANetYear=2021MICCAI, Supervision=full2026.0783.8
TransUNetSupervision=full2026.0781.8
SAM2(Box)Year=2024, Supervision=full+prompt2026.0781.3
KnowSAMYear=2025TMI, Supervision=semi2026.0781.2
PraNetYear=2020MICCAI, Supervision=full2026.0781.1
AttnUNetSupervision=full2026.0779.9
SAM2(Point)Year=2024, Supervision=full+prompt2026.0779.1
WeakPolyp+M2OSupervision=weak2026.0778.8
U-NetYear=2015MICCAI, Supervision=full2026.0778.1
WeakPolypYear=2023MICCAI, Supervision=weak2026.0777.8
U-Net++Year=2018DLMIA, Supervision=full2026.0763.8
SAM3(Point)Year=2025, Supervision=full+prompt2026.0758.2
MEGANetYear=2024CVPR, Supervision=full2026.0751.4