Give the Model a Finger: Developmentally Aligned Evaluation of Counting in Vision-Language Models.

arXiv:2610.27756v1 Announce Type: new Abstract: Vision-language models (VLMs) are exact on small sets and drift into estimation on larger ones, a profile reminiscent of children before they master counting. Children cross the barrier with epistemic actions: po