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ResearchFormerly WizWand

Unsupervised Single Object Discovery on COCO20K 2014 (train)

71.9CorLocMOVE
13.76428.85743.9559.043Feb 23, 2022Apr 2, 2022May 11, 2022Jun 19, 2022Jul 28, 2022Sep 5, 2022Oct 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MOVECAD (Class-agnostic Detector)=true, Multi-dataset training=true2022.1071.9
MOVECAD (Class-agnostic Detector)=true2022.1069.1
MOVE2022.1066.6
TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.0262.6
TokenCutCAD (Class-agnostic Detector)=true2022.1062.6
TokenCutInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.0258.8
TokenCut2022.1058.8
LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=true2022.0257.5
LOSTCAD (Class-agnostic Detector)=true2022.1057.5
rOSDInter-image Simi.=true, CAD=true2022.0253
rOSDCAD (Class-agnostic Detector)=true2022.1053
FreeSOLO2022.1052.8
LODInter-image Simi.=true, CAD=true2022.0252.7
LODCAD (Class-agnostic Detector)=true2022.1052.7
Deep Spectral2022.1052.2
LOSTInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.0250.7
LOST2022.1050.7
rOSDInter-image Simi.=true, CAD=false2022.0248.5
LODInter-image Simi.=true, CAD=false2022.0248.5
rOSD2022.1048.5
LOD2022.1048.5
DINO-segInter-image Simi.=false, DINO Feat.=ViT-S/16 [18], CAD=false2022.0242.1
DINO-seg2022.1042.1
DDT+Inter-image Simi.=true, CAD=false2022.0238.2
DDT+2022.1038.2
Kim et al.Inter-image Simi.=true, CAD=false2022.0235.1
Kim et al.2022.1035.1
Zhange et al.Inter-image Simi.=true, CAD=false2022.0234.8
Zhang et al.2022.1034.8
EdgeBoxesInter-image Simi.=false, CAD=false2022.0228.8
EdgeBoxes2022.1028.8
Selective SearchInter-image Simi.=false, CAD=false2022.0216
Selective Search2022.1016