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Preprint Sep 2026

Geometric Encoding for Spatial Reasoning in Vision-Language Models

Vision-Language Models (VLMs) are far more reliable at recognizing what appears in a video than at reasoning about its spatial and temporal properties, such as metric distances, object dimensions, and consistent object identities across frames. We present Geometric Code, a perception-to-geometry pipeline that computes...

Antonio Jun, Hao-Shui Yu, Zheng Lu et al. · 0 citations

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