Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning

Hang Yin, Zhifeng Lin, Xin Liu +2

Direction reasoning is essential for intelligent systems to understand the real world. While existing work focuses primarily on spatial reasoning, compass direction reasoning remai…