CosFace: Large Margin Cosine Loss for Deep Face Recognition

CVPR 2018 Hao WangYitong WangZheng ZhouXing JiDihong GongJingchao ZhouZhifeng LiWei Liu

Face recognition has made extraordinary progress owing to the advancement of deep convolutional neural networks (CNNs). The central task of face recognition, including face verification and identification, involves face feature discrimination... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Face Verification Labeled Faces in the Wild CosFace Accuracy 99.73% # 5
Face Identification MegaFace CosFace Accuracy 82.72% # 3
Face Verification MegaFace CosFace Accuracy 96.65% # 4
Face Verification YouTube Faces DB CosFace Accuracy 97.6% # 3

Methods used in the Paper