UHR-Micro: Diagnosing and Mitigating the Resolution Illusion in Earth Observation VLMs
arXiv:2605.12237v1 Announce Type: new
Abstract: Vision-Language Models (VLMs) increasingly operate on ultra-high-resolution (UHR) Earth observation imagery, yet they remain vulnerable to a severe scale mismatch between large-scale scene context and mi…