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ResearchFormerly WizWand

Nodule & Tumor Segmentation on DDTI

94.3Dice ScoreSAM2+OBBSeg(Circle)
57.3866.96576.5586.135Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
SAM2+OBBSeg(Circle)Year=Ours, Supervision=weak+prompt2026.0794.3
SAM2+OBBSeg(Box)Year=Ours, Supervision=weak+prompt2026.0793.3
SAM2(Box)Year=2024, Supervision=full+prompt2026.0790.2
SAM2+OBBSeg(Scribble)Year=Ours, Supervision=weak+prompt2026.0789.1
SAM3(Box)Year=2025, Supervision=full+prompt2026.0788.9
SAM2+OBBSeg(Point)Year=Ours, Supervision=weak+prompt2026.0786.9
SAM2(Point)Year=2024, Supervision=full+prompt2026.0785.4
SANetYear=2021MICCAI, Supervision=full2026.0783.6
PraNetYear=2020MICCAI, Supervision=full2026.0781.4
WeakPolyp+M2OSupervision=weak2026.0780
WeakPolypYear=2023MICCAI, Supervision=weak2026.0779.2
TransUNetSupervision=full2026.0771.5
U-Net++Year=2018DLMIA, Supervision=full2026.0765.1
KnowSAMYear=2025TMI, Supervision=semi2026.0765
U-NetYear=2015MICCAI, Supervision=full2026.0763.6
MEGANetYear=2024CVPR, Supervision=full2026.0761
SAM3(Point)Year=2025, Supervision=full+prompt2026.0758.8