Biometric assurance

Performance matters
within a test context.

Do not publish L2/L3 labels or accuracy figures without a report for the specific configuration.

Measure the right metric for the task

Task	Metric	Required context
1:1	FMR / FNMR	Threshold, trials and evaluation population.
1:N	FPIR / FNIR; Rank-1 / Rank-N	Gallery size, open-set/closed-set protocol, threshold and candidate count.
Acquisition	FTA / FTE	Acquisition and enrollment failures are recorded separately.
Operations	p50 / p95 / p99	End-to-end latency, concurrency, network and hardware.