To validate the racial bias of four commercial APIs and four state-of-the-art (SOTA) algorithms.
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…We also propose a benchmark of experiments using DemogPairs over state-of-the-art deep face recognition models in order to analyze their cross-demographic behavior and potential demographic biases (see
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…Our proposed dataset is then used to further investigate the influence of image quality on several state-of-the-art approaches.
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