2026
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models
ICLR 2026poster
Cartographic reasoning is the skill of interpreting geographic relationships by aligning legends, map scales, compass directions, map texts, and geometries across one or more map images. Although essential as a concrete cognitive capability and for critical tasks such as disaster response and urban…