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ResearchFormerly WizWand

Semantic-level object discovery on VOC

69.8mIoUToCo
34.02443.31252.661.888Jul 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ToCoDownstream tasks=sOD, Input=I + L2024.0769.8
GLASS-SemDownstream tasks=iOD + PP + CG + CPG, Input=I, Pre-trained models=SD + DINOv2 + BLIP-22024.0768.9
OVDiffDownstream tasks=sOD, Input=I + C, Pre-trained models=SD + DINO + CLIP2024.0766.3
AFADownstream tasks=sOD, Input=I + L2024.0766
DiffCutDownstream tasks=sOD, Input=I, Pre-trained models=SD2024.0765.2
Dataset DiffusionDownstream tasks=sOD, Input=I, Pre-trained models=SD + BLIP-22024.0764.8
1StageDownstream tasks=sOD, Input=I + L2024.0762.7
DiffuMaskDownstream tasks=sOD, Input=I + C, Pre-trained models=SD + CLIP + [1]2024.0757.4
SPOTDownstream tasks=iOD + PP, Input=I, Pre-trained models=DINO2024.0755.3
OVSegDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0753.8
SegCLIPDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0752.6
CLIPPYDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0752.2
COMUSDownstream tasks=sOD, Input=I, Pre-trained models=DINO2024.0750
DINOSAUR-TransformerDownstream tasks=iOD + PP, Input=I, Pre-trained models=DINO2024.0747.5
DINOSAUR-MLPDownstream tasks=iOD + PP, Input=I, Pre-trained models=DINO2024.0741
EmerDiffDownstream tasks=sOD, Input=I, Pre-trained models=SD2024.0740.3
MaskCLIPDownstream tasks=sOD, Input=I + C, Pre-trained models=CLIP2024.0738.8
DeepSpectralDownstream tasks=sOD, Input=I, Pre-trained models=DINO2024.0737.2
StableLSDDownstream tasks=iOD + PP + CG, Input=I, Pre-trained models=SD + DINOv22024.0735.4