Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?

Yue Zhang, Zun Wang, Han Lin +3

Spatial reasoning is a fundamental capability for vision-language models (VLMs) deployed in real-world environments. However, visual observations are inherently limited representat…