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ResearchFormerly WizWand

Face Recognition on CACD Verification Sub-set

99.76AccuracyAIM + CAFR
83.785687.932892.0896.2272Sep 2, 2018Nov 14, 2018Jan 27, 2019Apr 11, 2019Jun 23, 2019Sep 5, 2019Nov 18, 2019
Updated 8mo ago

Evaluation results

MethodLinks
AIM + CAFRevaluation_protocol=10-fold cross validation, additional_training_data=CAFR2018.0999.76
CosFacefeature aging=true2019.1199.58
CosFacefeature aging=false2019.1199.5
Wang et al.2019.1199.4
AIMevaluation_protocol=10-fold cross validation2018.0999.38
AIM2019.1199.38
COTS2019.1199.32
OE-CNNevaluation_protocol=10-fold cross validation2018.0999.2
OE-CNN2019.1199.2
DeepVisageevaluation_protocol=10-fold cross validation2018.0999.13
Marginal Lossevaluation_protocol=10-fold cross validation2018.0998.95
LF-CNNevaluation_protocol=10-fold cross validation2018.0998.5
LF-CNN2019.1198.5
MFM-CNNevaluation_protocol=10-fold cross validation2018.0997.95
Center Lossevaluation_protocol=10-fold cross validation2018.0997.48
VGGFaceevaluation_protocol=10-fold cross validation2018.0996
Human (voting)mode=voting2018.0994.2
CANevaluation_protocol=10-fold cross validation2018.0992.3
CARC2019.1187.6
Human (avg.)mode=average2018.0985.7
HFA2019.1184.4