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most citedBuilding Coverage Estimation with Low-resolution Remote Sensing Imagery

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cs.CV2026

INTCORT: Training-Free Spatial Reasoning Enhancement for Vision-Language Models via Input Transformations and Confidence Routing

Haoran Sun, Jingqi Xu, Yanhui Li +3

Vision-Language Models (VLMs) have demonstrated remarkable capabilities in multimodal tasks, yet they still exhibit poor ability in spatial reasoning. Existing training-dependent a…