@article{challengesofzeroshotrecognitionwith, title = {Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity}, author = {Zhenlin Xu and Yi Zhu and Tiffany Deng and Abhay Mittal and Yanbei Chen and Manchen Wang and Paolo Favaro and Joseph Tighe and Davide Modolo}, year = {2023}, eprint = {2306.16048}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.16048v3}, }