Infant-scale VLMs discriminate size and texture visually but perform poorly on color and struggle to ground attributes in text, while web-scale models excel at color grounding.
Words as in- vitations to form categories: Evidence from 12-to 13- month-old infants
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Benchmarking Attribute Discrimination in Infant-Scale Vision-Language Models
Infant-scale VLMs discriminate size and texture visually but perform poorly on color and struggle to ground attributes in text, while web-scale models excel at color grounding.