From Indoor to Open World: Revealing the Spatial Reasoning Gap in MLLMs

Mingrui Wu, Zhaozhi Wang, Fangjinhua Wang +3

While Multimodal Large Language Models (MLLMs) have achieved impressive performance on semantic tasks, their spatial intelligence--crucial for robust and grounded AI systems--remai…