ResearchBenchmarksCultural Modifier Sensitivity Audit on COCOCultural Modifier Sensitivity Audit on COCOFollow1.2Sensitivity Score (American)CLIPScore0.7840.89211.108May 23, 2026Evaluation resultsMethodMethodLinksSensitivity Score (American)Sensitivity Score (European)Sensitivity Score (Asian)Sensitivity Score (Russian)Sensitivity Score (Arab)Sensitivity Score (African)Sensitivity Score (Oceanian)CLIPScore2026.051.20.8-4-3.5-3.8-7-0.8PAC-S2026.0510.7-3.5-3-3.3-6.3-0.7UMIC2026.050.90.7-3.2-3-3.1-5.8-0.6FLEUR2026.050.80.7-2.9-2.7-2.9-5.2-0.5Judge2026.050.80.6-3-2.7-2.8-5.4-0.5