Jiadong Yan

GRASP: Awakening Latent Spatial Reasoning in LVLMs via Training-free Geometric Rectification

Large Vision-Language Models (LVLMs) exhibit remarkable general capabilities but struggle significantly with spatial reasoning tasks. In this paper, we uncover a critical representation-output misalignment via linear probing: LVLMs correctly encode spatial features internally, but generate incorrect…