MapQA: A Map-Question-Answering Benchmark for Visual Language Model Reasoning
Maps are central to how humans make sense of the world, from navigation and environmental monitoring to military planning and historical interpretation. Yet despite rapid progress in large multimodal models (LMMs), these systems continue to struggle with interpreting maps – an essential skill for visual reasoning that...