Christian Theobalt

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts

2025

An important challenge when using computer vision models in the real world is to evaluate their performance in potential out-of-distribution (OOD) scenarios. While simple synthetic corruptions are commonly applied to test OOD robustness, they often …