MME, a product of SCALE, VRA, fDBD, PCA, ViM, NME+ and CO+ scores, shows state-of-the-art OOD detection on common benchmarks, with a theoretical guarantee that is weaker than claimed.
Revisit pca-based technique for out-of-distribution detection
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Multi-Method Ensemble for Out-of-Distribution Detection
MME, a product of SCALE, VRA, fDBD, PCA, ViM, NME+ and CO+ scores, shows state-of-the-art OOD detection on common benchmarks, with a theoretical guarantee that is weaker than claimed.