HII-DPO: Eliminate Hallucination via Accurate Hallucination-Inducing Counterfactual Images

Yilin Yang, Zhenghui Guo, Yuke Wang +3

Large Vision-Language Models (VLMs) have achieved remarkable success across diverse multimodal tasks but remain vulnerable to hallucinations rooted in inherent language bias. Despi…