How Good Are LLMs at Out-of-Distribution Detection?

Bo Liu, Liming Zhan, Zexin Lu +3

Out-of-distribution (OOD) detection plays a vital role in enhancing the reliability of machine learning (ML) models. The emergence of large language models (LLMs) has catalyzed a p…