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Single-object discovery on VOC 12

61.9Performance

DINOv1

Updated 21d ago

Evaluation Results

Method	Links
DINOv1 2026.05		61.9
DINOv2 + Reg. [17] 2026.05		55.4
Wei et al. 2020.07		46.3
WWT (ours) 2026.05		41.4
Obj-DINOv3 [59] 2026.05		36
DINOv2 (reprod. by [17]) 2026.05		35.3
Obj-DINOv2 [59] 2026.05		30.7
DeiT + LaSt [62] (our reprod.) 2026.05		29.7
DeiT + Reg. [17] 2026.05		27.1
DeiT (reprod. by [17]) 2026.05		11.7