Aerial-R1: Reinforcing Aerial Reasoning and Segmentation in MLLMs.

arXiv:2610.33056v1 Announce Type: cross Abstract: While Multimodal Large Language Models (MLLMs) have revolutionized general visual perception, existing methods suffer from severe hallucination in the aerial domain, where extreme scale variations and visual am