Our code base will allow you to convert any video dataset to a perturbed one to evaluate on this benchmark.
This code base is located here.
@inproceedings{robustness2022large,
title={Large-scale Robustness Analysis of Video Action Recognition Models},
author={Schiappa, Madeline C and Biyani, Naman and Kamtam, Prudvi and Vyas, Shruti and Palangi, Hamid and Vineet, Vibhav and Rawat, Yogesh},
booktitle={The IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year={2023}
}