ResearchBenchmarksSocial-attribute prediction on FairCoT (Gender, Race, Age, Religion)Social-attribute prediction on FairCoT (Gender, Race, Age, Religion)Follow99Macro-F1 (Gender)GPT60.5270.5180.590.49Oct 26, 2025Evaluation resultsMethodMethodLinksMacro-F1 (Gender)Macro-F1 (Race)Macro-F1 (Age)Macro-F1 (Religion)GPT2025.1099679393Gemini2025.1099819396Llama2025.1066699565DeepFace2025.10623946—CLIP2025.1062363535