VCR-Bench: A Modular Open-Source Benchmark for Video Classification Robustness

Robustness of image classification has several benchmarks, but their video counterparts are absent. In video classification temporal dimension introduces additional degrees of freedom for adversarial attacks, defenses, and preprocessing.