RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation
arXiv:2604.17243v1 Announce Type: new
Abstract: A robust Multimodal Large Language Model (MLLM) for Earth Observation should maintain consistent interpretation and reasoning under realistic input variations. However, current Remote Sensing MLLMs fail …