An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness

Jovita Lukasik, Michael Moeller, Margret Keuper

Zero-cost proxies are nowadays frequently studied and used to search for neural architectures. They show an impressive ability to predict the performance of architectures by making…