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

Yue Zhang, Zun Wang, Han Lin +3

Spatial reasoning benchmarks typically evaluate whether vision-language models can derive the correct answer from a visual observation. Yet in real 3D environments, the observation…