FaceBench: A Locked-Pipeline Comparative Evaluation of Five Off-the-Shelf Face Recognizers across Pose, Age, and Resolution
Fair comparison of pretrained face recognition models is often confounded by vendor-specific detectors, incompatible crop geometries, and accuracy-only reporting at an unstated decision threshold. This paper presents FaceBench, a reproducible evaluation framework, and reports a locked comparative study of five off-the...