NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection

Amirhossein Ansari, Ke Wang, Pulei Xiong

Recent advancements in Vision-Language Models like CLIP have enabled zero-shot OOD detection by leveraging both image and textual label information. Among these, negative label-bas…