OmniDPO extends direct preference optimization with audio-video alignment and modality-degradation preference pairs to reduce omni-modal hallucination.
Avhbench: A cross-modal hallucination benchmark for audio-visual large language models, 2025
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OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination
OmniDPO extends direct preference optimization with audio-video alignment and modality-degradation preference pairs to reduce omni-modal hallucination.