@article{earthspatialbenchbenchmarkingspatialreas, title = {EarthSpatialBench: Benchmarking Spatial Reasoning Capabilities of Multimodal LLMs on Earth Imagery}, author = {Zelin Xu and Yupu Zhang and Saugat Adhikari and Saiful Islam and Tingsong Xiao and Zibo Liu and Shigang Chen and Da Yan and Zhe Jiang}, year = {2026}, eprint = {2602.15918}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.15918}, }