The ImageNet-A dataset contains 7,500 natural adversarial examples.
Source:
https://github.com/hendrycks/natural-adv-examples.Also see the ImageNet-C and ImageNet-P datasets at
https://github.com/hendrycks/robustness
@article{hendrycks2019nae, title={Natural Adversarial Examples}, author={Dan Hendrycks and Kevin Zhao and Steven Basart and Jacob Steinhardt and Dawn Song}, journal={arXiv preprint arXiv:1907.07174}, year={2019}}
There are 200 classes we consider. The WordNet ID and a… See the full description on the dataset page:
https://huggingface.co/datasets/barkermrl/imagenet-a.