Benchmarking Instance-Dependent Label Noise with Controlled Corruptions

Shadman Islam, Agustinus Kristiadi, Mostafa Milani

Synthetic instance-dependent label noise (IDN) benchmarks are widely used to evaluate noisy-label learning methods, yet existing approaches typically generate noise through imperfe…