SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models

Shu Zou, Xinyu Tian, Qinyu Zhao +2

Detecting out-of-distribution (OOD) data is crucial in real-world machine learning applications, particularly in safety-critical domains. Existing methods often leverage language i…