Will It Zero-Shot?: Predicting Zero-Shot Classification Performance For Arbitrary Queries

Kevin Robbins, Xiaotong Liu, Yu Wu +4

Vision-Language Models like CLIP create aligned embedding spaces for text and images, making it possible for anyone to build a visual classifier by simply naming the classes they w…