Mitigating Object Hallucination in Large Vision-Language Models via False Discovery Controlled Visual Data Splitting

Chang Liu, Yu Tian, Rui Xie

Multiple object hallucination, where large vision-language models (LVLMs) generate objects not supported by the visual input, is a persistent challenge caused by visual uncertainty…