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ResearchFormerly WizWand

Label Purity on Open Images

79.6Label PuritySPARC (Global+Cross)
38.603249.246659.8970.5334Jul 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SPARC (Global+Cross)# Top Images N=10, Stream=DINO2025.0779.6
SPARC (Global+Cross)# Top Images N=10, Stream=CLIP-Image2025.0779.5
SPARC (Global+Cross)# Top Images N=25, Stream=CLIP-Image2025.0774.16
SPARC (Global+Cross)# Top Images N=25, Stream=DINO2025.0774.03
SPARC (Global+Cross)# Top Images N=10, Stream=CLIP-Text2025.0772.56
SPARC (Global+Cross)# Top Images N=50, Stream=CLIP-Image2025.0769.5
SPARC (Global+Cross)# Top Images N=50, Stream=DINO2025.0768.92
SPARC (Global+Cross)# Top Images N=25, Stream=CLIP-Text2025.0768.25
SPARC (Global+Cross)# Top Images N=50, Stream=CLIP-Text2025.0764.95
USAE# Top Images N=10, Stream=DINO2025.0764.26
SPARC (Global+Cross)# Top Images N=100, Stream=CLIP-Image2025.0763.95
SPARC (Global+Cross)# Top Images N=100, Stream=DINO2025.0762.98
SPARC (Global+Cross)# Top Images N=100, Stream=CLIP-Text2025.0761.21
USAE# Top Images N=10, Stream=CLIP-Image2025.0760.14
USAE# Top Images N=25, Stream=DINO2025.0758.62
USAE# Top Images N=25, Stream=CLIP-Image2025.0755.25
USAE# Top Images N=10, Stream=CLIP-Text2025.0754.79
USAE# Top Images N=50, Stream=DINO2025.0754.27
SPARC (Global+Cross)# Top Images N=All, Stream=CLIP-Image2025.0753
SPARC (Global+Cross)# Top Images N=All, Stream=DINO2025.0752.75
SPARC (Global+Cross)# Top Images N=All, Stream=CLIP-Text2025.0752.56
USAE# Top Images N=50, Stream=CLIP-Image2025.0752.35
USAE# Top Images N=100, Stream=DINO2025.0749.6
USAE# Top Images N=100, Stream=CLIP-Image2025.0749.47
USAE# Top Images N=25, Stream=CLIP-Text2025.0749.41
USAE# Top Images N=50, Stream=CLIP-Text2025.0746.81
USAE# Top Images N=100, Stream=CLIP-Text2025.0744.68
USAE# Top Images N=All, Stream=CLIP-Image2025.0742.03
USAE# Top Images N=All, Stream=DINO2025.0742.01
USAE# Top Images N=All, Stream=CLIP-Text2025.0740.18