ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Benchmark Model Rank Results
face-verification-on-youtube-faces-dbArcFace + MS1MV2 + R100,#2Accuracy: 98.02%
face-recognition-on-casia-webface-masksArcFace#3Accuracy: 87.95
face-recognition-on-celeba-masksArcFace#3Accuracy: 91.78
face-recognition-on-agedb-30IBUG-500K, R100, ArcFace#4Accuracy: 98.38
face-recognition-on-lfwIBUG-500K, R100, ArcFace#4Accuracy: 99.83
face-verification-on-megafaceArcFace + MS1MV2 + R100 + R#4Accuracy: 98.48%
face-recognition-on-calfwIBUG-500K, R100, ArcFace#6Accuracy: 96.10
face-verification-on-ijb-cArcFace#6TAR @ FAR=1e-5: 96.07%training dataset: IBUG-500Kmodel: R100
face-recognition-on-cfp-fpIBUG-500K, R100, ArcFace#9Accuracy: 98.87
face-recognition-on-cplfwIBUG-500K, R100, ArcFace#9Accuracy: 93.43
face-identification-on-megafaceArcFace + MS1MV2 + R100 + R#10Accuracy: 98.35%
face-verification-on-ijb-bIBUG-500K, R100, ArcFace#23TAR@FAR=0.0001: 96.02