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ResearchFormerly WizWand

Face Verification on IJB-C 1:1 protocol (test)

0.0394FRR @ FAR=1e-4 (%)ArcFace
0.0361640.0580070.079850.101693Oct 24, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ArcFaceBackbone=R100, Ethical Module=None2022.100.03940.01970.04060.02680.01790.0204
ArcFaceBackbone=R50, Ethical Module=None2022.100.04290.01810.03410.030.01880.0195
ArcFace + Ethical ModuleBackbone=R100, kappa0=25, kappa1=202022.100.04340.01620.11860.02760.0160.0558
ArcFace + Ethical ModuleBackbone=R100, kappa0=15, kappa1=202022.100.0490.02330.01170.0290.01980.0115
ArcFace + Ethical ModuleBackbone=R50, kappa0=25, kappa1=202022.100.04910.01490.10870.03190.0150.0649
ArcFaceBackbone=R34, Ethical Module=None2022.100.04950.01720.02830.03470.01770.0188
ArcFace + Ethical ModuleBackbone=R100, kappa0=45, kappa1=302022.100.0520.01920.01250.03530.01910.0107
ArcFace + Ethical ModuleBackbone=R50, kappa0=45, kappa1=302022.100.05410.01730.01240.03710.01770.0109
ArcFace + Ethical ModuleBackbone=R50, kappa0=15, kappa1=202022.100.05560.02180.01280.0340.02180.01
ArcFace + Ethical ModuleBackbone=R34, kappa0=25, kappa1=202022.100.05670.01450.13690.0360.0150.0586
ArcFace + Ethical ModuleBackbone=R34, kappa0=45, kappa1=302022.100.06130.01620.0170.04240.01690.0106
ArcFace + Ethical ModuleBackbone=R34, kappa0=15, kappa1=202022.100.06380.02050.01170.03850.02040.0106
ArcFaceBackbone=R18, Ethical Module=None2022.100.06640.01680.03810.04410.01580.0237
ArcFace + Ethical ModuleBackbone=R18, kappa0=45, kappa1=302022.100.07460.0150.03160.04970.01560.0185
ArcFace + Ethical ModuleBackbone=R18, kappa0=25, kappa1=202022.100.08270.01190.16250.04760.01260.1094
ArcFace + Ethical ModuleBackbone=R18, kappa0=15, kappa1=202022.100.08610.01830.01390.04960.01880.0143
PASS-gBackbone=R1002022.100.090.0170.04490.06270.01790.0297
PASS-gBackbone=R502022.100.10340.01450.06930.07060.01510.0363
PASS-gBackbone=R342022.100.12030.01430.040.08360.0150.0279