Pre-training concept frequency is predictive of CLIP zero-shot performance (Proceedings of the ICLR 2024 Workshop on Navigating and Addressing Data Problems for Foundation Models, 2024)

(untitled) - Udandarao, V; Prabhu, A; Torr, PHS; Bibi, A; Albanie, S; Bethge, M