cs.LG

RankOOD — Class Ranking-based Out-of-Distribution Detection

arXiv:2511.19996v2 Announce Type: replace
Abstract: We propose RankOOD, a rank-based Out-of-Distribution (OOD) detection approach based on training a model with the Placket-Luce loss, which is now extensively used for preference alignment tasks in fou…