@article{pyo2025frieda, title={FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models}, author={Pyo, Jiyoon and Jiao, Yuankun and Jung, Dongwon and Li, Zekun and Jang, Leeje and Kirsanova, Sofia and Kim, Jina and Lin, Yijun and Liu, Qin and Xie, Junyi and others}, journal={arXiv preprint arXiv:2512.08016}, year={2025} }