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ResearchFormerly WizWand

Unsupervised Single Object Discovery on COCO 20K 2014 2017 (train)

62.6CorLocTokenCut + CAD*
14.13626.71839.351.882Sep 1, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TokenCut + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.0962.6
TokenCutDINO Feat.=ViT-S/16 [14]2022.0958.8
LOST + CAD*DINO Feat.=ViT-S/16 [14], Second stage detector=CAD2022.0957.5
DSSDINO Feat.=ViT-S/16 [14]2022.0956.2
rOSD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.0953
LOD + CAD*Inter-image Simi.=true, Second stage detector=CAD2022.0952.7
LOSTDINO Feat.=ViT-S/16 [14]2022.0950.7
rOSDInter-image Simi.=true2022.0948.5
LODInter-image Simi.=true2022.0948.5
DINO-segDINO Feat.=ViT-S/16 [14]2022.0942.1
DDT+Inter-image Simi.=true2022.0938.2
Kim et al.Inter-image Simi.=true2022.0935.1
Zhange et al.Inter-image Simi.=true2022.0934.8
EdgeBoxes2022.0928.8
Selective Search2022.0916