Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence

Yuhan Wang, Shuochen Chang, Yalin Feng +8

Vision-language models (VLMs) have achieved strong performance on visual question answering (VQA). To mitigate individual hallucinations and blind spots, aggregating diverse perspe…