The Neglected Tails in Vision-Language Models

Shubham Parashar, Zhiqiu Lin, Tian Liu +5

Vision-language models (VLMs) excel in zero-shot recognition but their performance varies greatly across different visual concepts. For example, although CLIP achieves impressive a…