Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance

Huakun Shen, Boyue Caroline Hu, Krzysztof Czarnecki +2

While Neural Networks (NNs) have surpassed human accuracy in image classification on ImageNet, they often lack robustness against image corruption, i.e., corruption robustness. Yet…