In a controlled lab study of 492 people over 2.5 years, face recognition match scores drifted down only slightly with time, while the paper claims day-to-day score variation was larger than the overall drift.
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Longitudinal Study of Facial Biometrics at the BEZ: Temporal Variance Analysis
In a controlled lab study of 492 people over 2.5 years, face recognition match scores drifted down only slightly with time, while the paper claims day-to-day score variation was larger than the overall drift.