FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks

Understand

Spatial reasoning is a fundamental aspect of human intelligence.

• One key concept in spatial cognition is the Frame of Reference, which identifies the perspective of spatial expressions.
• Despite its significance, FoR has received limited attention in AI models that need spatial intelligence.
• There is a lack of dedicated benchmarks and in-depth evaluation of large language models (LLMs) in this area.