Answer with Evidence: Consistency-Aware Grounded Visual Question Answering for Roadside Traffic Scenes

Runwei Guan, Rongsheng Hu, Shangshu Chen +10

Roadside traffic reasoning requires every free-form textual claim to be backed by visual evidence. Existing grounded multimodal large language models (MLLMs) frequently exhibit say…