Causal-LLaVA: Causal Disentanglement for Mitigating Hallucination in Multimodal Large Language Models

Xinmiao Hu, Chun Wang, Ruihe An +4

Multimodal Large Language Models (MLLMs) have demonstrated strong performance in visual understanding tasks, yet they often suffer from object hallucinations--generating descriptio…