incerto.ood.auroc

Contents

incerto.ood.auroc#

incerto.ood.auroc(id_scores, ood_scores)[source]#

Compute AUROC for OOD detection.

Parameters:
  • id_scores – Scores for in-distribution samples (lower = more ID-like).

  • ood_scores – Scores for out-of-distribution samples (higher = more OOD-like).

Returns:

AUROC score.