VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation

Seongheon Park, Changdae Oh, Hyeong Kyu Choi +2

Large Vision-Language Models (LVLMs) frequently hallucinate, limiting their safe deployment in real-world applications. Existing LLM self-evaluation methods rely on a model's abili…