@article{perceptualtaxonomyevaluatingandguidinghi, title = {Perceptual Taxonomy: Evaluating and Guiding Hierarchical Scene Reasoning in Vision-Language Models}, author = {Jonathan Lee and Xingrui Wang and Jiawei Peng and Luoxin Ye and Zehan Zheng and Tiezheng Zhang and Tao Wang and Wufei Ma and Siyi Chen and Yu-Cheng Chou and Prakhar Kaushik and Alan Yuille}, year = {2025}, eprint = {2511.19526}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.19526}, }