Author

Shu-Tao Li

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Review Jul 2026

Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose?

A systematic survey and diagnostic evaluation of MLLMs for RSISU and demonstrates the strong transferability of general-purpose CV-MLLMs and shows that current RS-MLLMs do not consistently outperform them across diverse RSISU tasks.

Qiwei Ma, Chun-Ping Qiu, Xinjun Cheng et al. · arXiv.org · 0 citations