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ResearchFormerly WizWand

Unsupervised Single Object Discovery on VOC 2007 (test)

77.5CorLocMOVE
16.45232.30148.1563.999Sep 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=true2022.1077.5
MOVECAD (Class-agnostic Detector)=true2022.1077.1
MOVE2022.1076
TokenCutCAD (Class-agnostic Detector)=true2022.1071.4
TokenCut + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.0971.4
TokenCut2022.1068.8
TokenCutDINO Feat.=ViT-S/16 [14]2022.0968.8
LOSTCAD (Class-agnostic Detector)=true2022.1065.7
LOST + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.0965.7
Deep Spectral2022.1062.7
DSSDINO Feat.=ViT-S/16 [14]2022.0962.7
LOST2022.1061.9
LOSTDINO Feat.=ViT-S/16 [14]2022.0961.9
rOSDCAD (Class-agnostic Detector)=true2022.1058.3
rOSD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.0958.3
LODCAD (Class-agnostic Detector)=true2022.1056.3
LOD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.0956.3
FreeSOLO2022.1056.1
rOSD2022.1054.5
rOSDInter-image Simi.=true2022.0954.5
LOD2022.1053.6
LODInter-image Simi.=true2022.0953.6
DDT+2022.1050.2
DDT+Inter-image Simi.=true2022.0950.2
Zhang et al.2022.1046.2
Zhange et al.Inter-image Simi.=true2022.0946.2
DINO-seg2022.1045.8
DINO-segDINO Feat.=ViT-S/16 [14]2022.0945.8
Kim et al.2022.1043.9
Kim et al.Inter-image Simi.=true2022.0943.9
EdgeBoxes2022.1031.1
EdgeBoxes2022.0931.1
Selective Search2022.1018.8
Selective Search2022.0918.8