COOkeD: Ensemble-based OOD detection in the era of zero-shot CLIP

Galadrielle Humblot-Renaux, Gianni Franchi, Sergio Escalera +1

Out-of-distribution (OOD) detection is an important building block in trustworthy image recognition systems as unknown classes may arise at test-time. OOD detection methods typical…