Semantic-Spatial Agreement Verification for Mitigating Object Hallucination in Multimodal Large Language Models

Ziheng Ren, Qian Gao, Jun Fan +3

Multimodal large language models generate natural-language responses from visual inputs, yet may mention objects absent from an image. In medication assistance, accessible percepti…