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ResearchFormerly WizWand

Nodule & Tumor Segmentation on Nodule & Tumor Average

92Dice ScoreSAM2+OBBSeg(Circle)
50.29661.12371.9582.777Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
SAM2+OBBSeg(Circle)Year=Ours, Supervision=weak+prompt2026.0792
SAM2+OBBSeg(Box)Year=Ours, Supervision=weak+prompt2026.0789
SAM3(Box)Year=2025, Supervision=full+prompt2026.0787.8
SAM2+OBBSeg(Scribble)Year=Ours, Supervision=weak+prompt2026.0786.7
SAM2+OBBSeg(Point)Year=Ours, Supervision=weak+prompt2026.0785.1
SAM2(Box)Year=2024, Supervision=full+prompt2026.0783.8
SANetYear=2021MICCAI, Supervision=full2026.0783.2
SAM2(Point)Year=2024, Supervision=full+prompt2026.0781.1
PraNetYear=2020MICCAI, Supervision=full2026.0780.8
EMCADYear=2024CVPR, Supervision=full2026.0780.3
TransUNetSupervision=full2026.0780
CASCADEYear=2023WACV, Supervision=full2026.0779.2
AttnUNetSupervision=full2026.0779
WeakPolyp+M2OSupervision=weak2026.0778.8
KnowSAMYear=2025TMI, Supervision=semi2026.0778.4
WeakPolypYear=2023MICCAI, Supervision=weak2026.0777.6
U-NetYear=2015MICCAI, Supervision=full2026.0775.4
U-Net++Year=2018DLMIA, Supervision=full2026.0765.6
SAM3(Point)Year=2025, Supervision=full+prompt2026.0760.4
MEGANetYear=2024CVPR, Supervision=full2026.0751.9