Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem

Declan Campbell, Sunayana Rane, Tyler Giallanza +8

Recent work has documented striking heterogeneity in the performance of state-of-the-art vision language models (VLMs), including both multimodal language models and text-to-image…