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Text-to-Image Retrieval on COCO 2014 (test)

56.78AccuracyNegationCLIP
40.24444.53748.8353.123Mar 31, 2026

Evaluation results

MethodLinks
NegationCLIPArch.=ViT-L/142026.0356.78
NegationCLIPArch.=ViT-B/162026.0353.86
Omni-NegCLIPArch.=ViT-L/142026.0353.84
NegationCLIPArch.=ViT-B/322026.0352.12
Omni-NegCLIPArch.=ViT-B/162026.0351.06
Omni-NegCLIPArch.=ViT-B/322026.0348.9
CoN-CLIPArch.=ViT-L/142026.0347.9
CLIPArch.=ViT-L/142026.0347.61
CoN-CLIPArch.=ViT-B/162026.0345.38
CLIPArch.=ViT-B/162026.0342.9
CoN-CLIPArch.=ViT-B/322026.0341.72
CLIPArch.=ViT-B/322026.0340.88