2025
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
Mahir Labib Dihan, MD Tanvir Hassan, MD TANVIR PARVEZ, Md Hasebul Hasan, Md Almash Alam, Muhammad Aamir Cheema +2
ICML 2025spotlight
Recent advancements in foundation models have improved autonomous tool usage and reasoning, but their capabilities in map-based reasoning remain underexplored. To address this, we introduce MapEval, a benchmark designed to assess foundation models across three distinct tasks—textual, API-based, and…