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ResearchFormerly WizWand

Unsupervised Single Object Discovery on VOC 2012 (trainval)

75.3CorLocTokenCut
18.72433.41248.162.788Feb 23, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.0275.3
TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.0272.1
LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.0270.4
LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.0264
rOSDInter-image Simi.=true, CAD=true2022.0262.3
LODInter-image Simi.=true, CAD=true2022.0261.6
rOSDInter-image Simi.=true, CAD=false2022.0255.3
LODInter-image Simi.=true, CAD=false2022.0255.1
DDT+Inter-image Simi.=true, CAD=false2022.0253.1
Zhange et al.Inter-image Simi.=true, CAD=false2022.0250.5
Kim et al.Inter-image Simi.=true, CAD=false2022.0246.4
DINO-segInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.0246.2
EdgeBoxesInter-image Simi.=false, CAD=false2022.0231.6
Selective SearchInter-image Simi.=false, CAD=false2022.0220.9