Real Images, Worse Judgments: Evaluating Vision-Language Models on Concreteness and Imagery

Yifan Jiang, Ruoxi Ning, Sheng Yao +1

Visual inputs are often assumed to improve language understanding in multimodal models. We examine this assumption by asking whether vision-language models (VLMs) can distinguish u…