Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions

1 code implementation • 31 Jan 2020 • Utkarsh Desai, Srikanth Tamilselvam, Jassimran Kaur, Senthil Mani, Shreya Khare

This emphasizes the need for a model agnostic test dataset, which consists of various corruptions that are natural to appear in the wild.

Benchmarking General Classification +2