Self-Evolving Neuro-Symbolic Skills for Tool-Augmented Spatial Reasoning

Shi-Yu Tian, Zhuo-Xia Wang, Xuan-Yi Zhu +6

Large vision-language models have achieved strong performance in multimodal reasoning, but they remain unreliable on fine-grained spatial tasks that demand both precise spatial per…