Across six VLMs and 211 countries, country-recognition accuracy varies widely and errors concentrate on a few overpredicted countries (USA, India, Brazil), not on a uniform Western bias.
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Uncovering Cultural Representation Disparities in Vision-Language Models
Across six VLMs and 211 countries, country-recognition accuracy varies widely and errors concentrate on a few overpredicted countries (USA, India, Brazil), not on a uniform Western bias.