MME

A new study from arXiv (arXiv:2609.00231v1) identifies visual-origin hallucination as a complementary cause of object hallucination in multimodal large language models (MLLMs), showing hallucinated sa…

Researchers introduce SD-MAR, a framework using synthetic data and reinforcement learning to train vision-language models on multi-image analytical reasoning tasks such as change detection and visual …