TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection
arXiv:2605.10756v1 Announce Type: new
Abstract: Vision-language models enable OOD detection by comparing image alignment with ID labels and negative semantics. Existing negative-label-based methods mainly rely on static negative labels constructed bef…