PairBench: Are Vision-Language Models Reliable at Comparing What They See?

Aarash Feizi, Sai Rajeswar, Adriana Romero-Soriano +4

Understanding how effectively large vision language models (VLMs) compare visual inputs is crucial across numerous applications, yet this fundamental capability remains insufficien…