REM: Evaluating LLM Embodied Spatial Reasoning through Multi-Frame Trajectories

Jacob Thompson, Emiliano Garcia-Lopez, Yonatan Bisk

Humans build viewpoint-independent cognitive maps through navigation, enabling intuitive reasoning about object permanence and spatial relations. We argue that multimodal large lan…