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ResearchFormerly WizWand

Face Recognition on CFP

99.38AccuracyFC-R100
87.170490.340293.5196.6798May 21, 2021Jul 26, 2021Sep 30, 2021Dec 5, 2021Feb 9, 2022Apr 16, 2022Jun 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FC-R100Training Dataset=Webface42M, Backbone=ResNet-1002021.0599.38
F2C-R100Training Dataset=Webface42M, Backbone=ResNet-1002021.0599.33
FC-R50Training Dataset=Glint360k, Backbone=ResNet-502021.0599.07
FC-R50Training Dataset=MS1MV2, Backbone=ResNet-502021.0598.8
F2C-R50Training Dataset=MS1MV2, Backbone=ResNet-502021.0598.46
ResNet100param=65.2M, Bits=FP32, Size (MB)=261.222022.0698.4
upper-boundarysource=reproduced by authors2021.0598.39
ResNet100param=65.2M, Quantization data=Real data, Bits=w8a82022.0698.31
F2C-R50Training Dataset=Glint360k, Backbone=ResNet-502021.0598.3
F2CTraining Data=1% of MS1M identities2021.0598.25
DCQTraining Data=1% of MS1M identities2021.0598.16
QuantFaceBackbone=ResNet100, Quantization data=Synthetic data, Bits=w8a82022.0698.14
Partial-FCTraining Data=1% of MS1M identities2021.0598.13
ResNet50param=43.6M, Bits=FP322022.0698.01
ResNet50Quantization data=Real data, Bits=w8a82022.0697.7
QuantFaceBackbone=ResNet50, Quantization data=Synthetic data, Bits=w8a82022.0697.43
F2C-MobileTraining Dataset=MS1MV2, Backbone=Mobile2021.0597.16
FC-MobileTraining Dataset=MS1MV2, Backbone=Mobile2021.0596.94
VFCTraining Data=1% of MS1M identities2021.0595.77
QuantFaceBackbone=ResNet50, Quantization data=Synthetic data, Bits=w6a62022.0695.17
ResNet50Quantization data=Real data, Bits=w6a62022.0695
ResNet18param=24.0M, Bits=FP322022.0694.47
ResNet18Quantization data=Real data, Bits=w8a82022.0694.46
QuantFaceBackbone=ResNet18, Quantization data=Synthetic data, Bits=w8a82022.0694.04
QuantFaceBackbone=ResNet18, Quantization data=Synthetic data, Bits=w6a62022.0693.34
TCP2021.0593.27
ResNet18Quantization data=Real data, Bits=w6a62022.0693.23
lower-boundarysource=excerpted from VFC paper2021.0591.66
MobileFaceNetparam=1.1M, Bits=FP322022.0691.59
MobileFaceNetQuantization data=Real data, Bits=w8a82022.0691.4
QuantFaceBackbone=ResNet100, Quantization data=Synthetic data, Bits=w6a62022.0691
QuantFaceBackbone=MobileFaceNet, Quantization data=Synthetic data, Bits=w8a82022.0690.84
ResNet100param=65.2M, Quantization data=Real data, Bits=w6a62022.0689.14
MobileFaceNetQuantization data=Real data, Bits=w6a62022.0687.69
QuantFaceBackbone=MobileFaceNet, Quantization data=Synthetic data, Bits=w6a62022.0687.64