Benchmarking Vision Foundation Models for Input Monitoring in Autonomous Driving

Mert Keser, Halil Ibrahim Orhan, Niki Amini-Naieni +3

Deep neural networks (DNNs) remain challenged by distribution shifts in complex open-world domains like automated driving (AD): Robustness against yet unknown novel objects (semant…