From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models

Mehar Bhatia, Sahithya Ravi, Aditya Chinchure +2

Despite recent advancements in vision-language models, their performance remains suboptimal on images from non-western cultures due to underrepresentation in training datasets. Var…