corruptions topic

Real-Time Corruptor, Vanguard, CorruptCore, NetCore2 https://redscientist.com/rtc

redscientistlabs

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

bethgelab

AICONSlab's DL benchmarking platform to OOD data in MRI

AICONSlab

MultiCorrupt: A benchmark for robust multi-modal 3D object detection, evaluating LiDAR-Camera fusion models in autonomous driving. Includes diverse corruption types (e.g., misalignment, miscalibration...

ika-rwth-aachen