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ResearchFormerly WizWand

Text-to-image retrieval on Sydney

24.7R@1ToMA-domain
10.34814.07417.821.526May 23, 2023Nov 17, 2023May 14, 2024Nov 9, 2024May 6, 2025Nov 1, 2025Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ToMA-domainData=L̸=U2026.0424.7
ToMAData=L̸=U2026.0421.8
CLIP (original)2023.0520.7
Hard-PLData=L=U2026.0420.7
ToMA-domainData=L=U2026.0420.7
SemiCLIPData=L̸=U2026.0420.7
Soft-PLData=L=U2026.0420.3
ToMAData=L=U2026.0420.1
SemiCLIPData=L=U2026.0418.4
Soft-PLData=L̸=U2026.0418.4
S-CLIPData=L=U2023.0517.8
S-CLIPData=L≠U2023.0517.8
S-CLIPData=L=U2026.0416.7
Hard-PLData=L̸=U2026.0416.7
Soft-PLData=L=U2023.0516.1
Soft-PLData=L≠U2023.0514.9
S-CLIPData=L̸=U2026.0414.9
CLIP (fine-tune)Data=L2023.0514.4
Hard-PLData=L≠U2023.0512.6
CLIP (fine-tuned)Data=L2026.0412.6
CLIP (original)Data=-2026.0412.1
Hard-PLData=L=U2023.0510.9