Full ROC-AUC can hide or reverse low-FMR performance differences, as FaceNet outperforms ArcFace on AUC but underperforms at FMR=10^-3 with statistical significance.
Descriptor: Extended-length audio dataset for synthetic voice detection and speaker recognition (ELAD-SVDSR),
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Beyond ROC-AUC: Operating-Point Performance Reporting for Biometric Verification
Full ROC-AUC can hide or reverse low-FMR performance differences, as FaceNet outperforms ArcFace on AUC but underperforms at FMR=10^-3 with statistical significance.