VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation
arXiv:2602.21054v2 Announce Type: replace-cross
Abstract: 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 ability to estimat…