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ResearchFormerly WizWand

Unsupervised Single Object Discovery on VOC 2012 (test)

81.5CorLocMOVE
18.47634.83851.267.562Sep 1, 2022Sep 8, 2022Sep 15, 2022Sep 22, 2022Sep 29, 2022Oct 6, 2022Oct 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MOVECAD (Class-agnostic Detector)=true, Multi-dataset training=true2022.1081.5
MOVECAD (Class-agnostic Detector)=true2022.1080.3
MOVE2022.1078.8
TokenCutCAD (Class-agnostic Detector)=true2022.1075.3
TokenCut + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.0975.3
TokenCut2022.1072.1
TokenCutDINO Feat.=ViT-S/16 [14]2022.0972.1
LOSTCAD (Class-agnostic Detector)=true2022.1070.4
LOST + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.0970.4
Deep Spectral2022.1066.4
DSSDINO Feat.=ViT-S/16 [14]2022.0966.4
LOST2022.1064
LOSTDINO Feat.=ViT-S/16 [14]2022.0964
rOSDCAD (Class-agnostic Detector)=true2022.1062.3
rOSD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.0962.3
LODCAD (Class-agnostic Detector)=true2022.1061.6
LOD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.0961.6
FreeSOLO2022.1056.7
rOSD2022.1055.3
rOSDInter-image Simi.=true2022.0955.3
LOD2022.1055.1
LODInter-image Simi.=true2022.0955.1
DDT+2022.1053.1
DDT+Inter-image Simi.=true2022.0953.1
Zhang et al.2022.1050.5
Zhange et al.Inter-image Simi.=true2022.0950.5
Kim et al.2022.1046.4
Kim et al.Inter-image Simi.=true2022.0946.4
DINO-seg2022.1046.2
DINO-segDINO Feat.=ViT-S/16 [14]2022.0946.2
EdgeBoxes2022.1031.6
EdgeBoxes2022.0931.6
Selective Search2022.1020.9
Selective Search2022.0920.9