CHAIR-DPO labels DPO preference pairs with CHAIR hallucinations computed from detector outputs, reducing object hallucinations in LLaVA models without proprietary judges.
The Revolution of Multimodal Large Language Models: A Survey
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Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization
CHAIR-DPO labels DPO preference pairs with CHAIR hallucinations computed from detector outputs, reducing object hallucinations in LLaVA models without proprietary judges.