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cs.CV2026

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

Junming Liu, Yuqi Li, Yifei Sun +6

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 tr…