Seeing Is Not Measuring: Tool-Augmented Metric Spatial Reasoning for Vision-Language Models

Kai Glantz, Clemens Grange

Vision-Language Models (VLMs) describe scenes well but reason poorly about metric 3D structure such as absolute distances, physical sizes, or egocentric directions. We present a mo…