A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts

Claudio César Claros Olivares, Austin J. Brockmeier

We present a systematic benchmark of out-of-distribution (OOD) detection CSFs through a representation-centric lens. Our study spans CNN and ViT backbones, multiple training paradi…