SQuID: A Benchmark for Quantitative Spatial Reasoning on Satellite Imagery.

arXiv:2601.13401v2 Announce Type: replace-cross Abstract: Vision-Language Models (VLMs) describe satellite images fluently but struggle with the quantitative spatial reasoning that remote sensing (RS) analysts perform routinely, such as counting buildings, mea