Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Zheng Lin, Zhenxing Niu, Zhibin Wang +1

MLLMs often generate outputs that are inconsistent with the visual content, a challenge known as hallucination. Previous methods focus on determining whether a generated output is…