@article{beyond3dvqasinjecting3dspatialpriorsinto, title = {Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning}, author = {Chun-Hsiao Yeh and Shengyi Qian and Manchen Wang and Yi Ma and Joseph Tighe and Fanyi Xiao}, year = {2026}, eprint = {2605.30231}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30231}, }