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When the Judge Acts: Auditing VLM-Guided Image Selection on Culturally Situated Prompts

Seo, Huichan
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognitioncomputers-and-society
Vision-language models (VLMs) increasingly act as judges that pick the best of several generated images, so their choices decide what users see. Such judges are usually validated by score agreement with human ratings, not by the images they return. We audit VLM judges as decision-makers: on 300 cult
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