Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs

Chi Zhang, Wenxuan Ding, Jiale Liu +3

Vision-Language Models (VLMs) have shown strong multimodal reasoning capabilities on Visual-Question-Answering (VQA) benchmarks. However, their robustness against textual misinform…