Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity

Zhenlin Xu, Yi Zhu, Tiffany Deng +6

This paper presents novel benchmarks for evaluating vision-language models (VLMs) in zero-shot recognition, focusing on granularity and specificity. Although VLMs excel in tasks li…