AINeutralarXiv – CS AI · 9h ago7/10
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CounterFace: A Synthetic Face Dataset for Fine-Grained Counterfactual Evaluation of Face Recognition Systems
Researchers introduce CounterFace, a synthetic face dataset with 11,821 counterfactual face pairs designed to evaluate face recognition systems across 20 facial attributes and 8 demographic factors. The fully automated pipeline addresses limitations in existing benchmarks by enabling fine-grained robustness testing across appearance variations like hairstyles and makeup, revealing significant performance disparities across commercial and open-source FR systems.