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Single-object discovery on COCO 20k

57.5CorLoc

LOST

Updated 21d ago

Evaluation Results

Method	Links
LOST 2021.09		57.5
rOSD 2021.09		53
LOD 2021.09		52.7
LOST 2021.09		50.7
DINOv1 2026.05		50.7
rOSD 2021.09		48.5
LOD 2021.09		48.5
Vo 2021.06		48.5
LOD 2021.06		48.5
DINO-seg 2021.09		42.1
DINOv2 + Reg. [17] 2026.05		42
LOD + Self 2021.06		41.1
DDT+ 2021.09		38.2
Wei 2021.06		38.2
Kim et al. 2021.09		35.1
Kim 2021.06		35.1
Zhang et al. 2021.09		34.8
WWT (ours) 2026.05		30.2
EdgeBoxes 2021.09		28.8
EB 2021.06		28.8
DINOv2 (reprod. by [17]) 2026.05		26.9
DeiT + Reg. [17] 2026.05		25.1
Obj-DINOv3 [59] 2026.05		23.4
DeiT + LaSt [62] (our reprod.) 2026.05		23.1
Obj-DINOv2 [59] 2026.05		19.7
Selective Search 2021.09		16
DeiT (reprod. by [17]) 2026.05		10.7