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ResearchFormerly WizWand

Semantic-level object discovery on COCO

46.7mIoUGLASS-Sem
19.55626.60333.6540.697Jul 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GLASS-SemDownstream tasks=iOD + PP + CG + CPG, Input=I, Pre-trained models=SD + DINOv2 + BLIP-22024.0746.7
SPOTDownstream tasks=iOD + PP, Input=I, Pre-trained models=DINO2024.0744.6
ToCoDownstream tasks=sOD, Input=I + L2024.0741.3
DINOSAUR-TransformerDownstream tasks=iOD + PP, Input=I, Pre-trained models=DINO2024.0740.6
AFADownstream tasks=sOD, Input=I + L2024.0738.9
OVDiffDownstream tasks=sOD, Input=I + C, Pre-trained models=SD + DINO + CLIP2024.0734.6
Dataset DiffusionDownstream tasks=sOD, Input=I, Pre-trained models=SD + BLIP-22024.0734.2
DiffCutDownstream tasks=sOD, Input=I, Pre-trained models=SD2024.0734.1
EmerDiffDownstream tasks=sOD, Input=I, Pre-trained models=SD2024.0733.1
CLIPPYDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0732
DINOSAUR-MLPDownstream tasks=iOD + PP, Input=I, Pre-trained models=DINO2024.0731.7
StableLSDDownstream tasks=iOD + PP + CG, Input=I, Pre-trained models=SD + DINOv22024.0729.5
SegCLIPDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0726.5
OVSegDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0725.1
MaskCLIPDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0720.6