Mind the Way You Select Negative Texts: Pursuing the Distance Consistency in OOD Detection with VLMs
arXiv:2603.02618v3 Announce Type: replace
Abstract: Out-of-distribution (OOD) detection seeks to identify samples from unknown classes, a critical capability for deploying machine learning models in open-world scenarios. Recent research has demonstrat…