ResearchBenchmarksPerson Re-identification on RAP Gender 1.0 (test)Person Re-identification on RAP Gender 1.0 (test)Follow0.4DPDCLIP0.320.861.41.94Feb 20, 2026Evaluation resultsMethodMethodLinksDPDDEOddsAUCES-AUCGroup-wise AUC (Avg)CLIPfine-tuning=truefine-tuning=true2026.020.44.680.375.8—CityGuard2026.020.93.897.494.1—CLIPfine-tuning=falsefine-tuning=false2026.021.15.277.372.5—BLIP2fine-tuning=falsefine-tuning=false2026.021.15.973.869.2—BLIP2fine-tuning=truefine-tuning=true2026.022.46.480.175.1—