Self-Evolving Spatial Reasoning in Vision Language Models via Geometric Logic Consistency.

arXiv:2605.18162v2 Announce Type: replace-cross Abstract: Vision-Language Models (VLMs) have made striking progress, yet their spatial reasoning remains fragile. Models that answer an original input correctly can still fail under valid transformations with pre