Seeing Clearly without Training: Mitigating Hallucinations in Multimodal LLMs for Remote Sensing

Yi Liu, Jing Zhang, Di Wang +3

Multimodal large language models (MLLMs) suffer from pronounced hallucinations in remote sensing visual question-answering (RS-VQA), primarily caused by visual grounding failures i…