Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning

Amita Kamath, Jack Hessel, Khyathi Chandu +3

The lack of reasoning capabilities in Vision-Language Models (VLMs) has remained at the forefront of research discourse. We posit that this behavior stems from a reporting bias in…