A Harder ImageNet Test Set. Contribute to hendrycks/natural-adv-examples development by creating an account on GitHub.
Natural Adversarial Examples are real-world and unmodified examples which cause classifiers to be consistently confused. The new dataset has 7,500 images, which we personally labeled over several months. Paper:
Dataset and code: