Benchmarked performance for your peace of mind

Benefits of industry benchmarks

Unbiased performance metrics

Industry benchmarks, including NIST FRTE and the DHS Biometric Tests, give independent information about the performance of face recognition algorithms and allow organizations to make informed decisions when selecting a face recognition system.

Data on demographic performance

Benchmark evaluations test face recognition algorithms’ performance across different genders, ages, and skin tones, giving invaluable insights into how well the technology works across demographic groups.

Driving research and innovation

Benchmark evaluations are not only useful for customer organizations in comparing different vendors, but also give crucial data for industry researchers and face recognition vendors in improving the state of the art and their products.

Read our Introduction to NIST FRTE - blog post to learn more

See our newsroom for the latest benchmark updates.

NIST FRTE 1:1

#3
Ranked 3rd Globally, Visa-Border Yaw ≥45°
Visa-Border: FNMR 0.0015 @FMR 0.000001
1st Ranked across Americas & Europe
Top-7 Across all Testing Scenarios

October 2026

NIST FRTE 1:N

#11
Ranked 11th Globally, Visa-Border, N=1.6M
Visa-Border: FNIR 0.002 @FPIR 0.003
Mugshot-Webcam: FNIR 0.0083 @FPIR 0.003
Mugshot-Mugshot: FNIR 0.0014 @FPIR 0.003 (N=12M)

October 2026

DHS Testing

#1
Remote Identity Validation Rally: Top Performance, Selfie-to-ID Verification Track
#1
Remote Identity Validation Rally: Top Performance, Presentation Attack Detection Track
#1
DHS Biometric Rally 2023: Leading performance, 100% True Identification Rate across race, gender, and skin tone

March 2026

Paravision’s Demographic Performance

We’re deeply committed to ensuring a high accuracy for our technology across a broad demographic range.

In NIST FRTE 1:1 (October 2026), Paravision Face Recognition achieved less than 0.5% FNMR at 1 in 100,000 FMR across all demographic groups, and the lowest worst-case FMR globally by a substantial margin.
In the DHS Biometric Technology Rally, our technology was top-ranked globally, and achieved a 100% True Identification rate across demographics, including gender, race, and skin tone.