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Knowledge Distillation for Face Recognition

Baseline LFW CPLFW CALFW AgeDb MegaFace Params Macs Models&Logs
Student model 99.70 84.53 94.73 96.88 94.22 1.19M 227.57M Google,Baidu:bmpn
Teacher model 99.82 89.82 95.60 98.05 97.48 1.19M 227.57M Google,Baidu:bmpn
Method LFW CPLFW CALFW AgeDb MegaFace Params Macs Models&Logs
SNN_MIMIC 99.73 82.75 94.92 97.01 94.40 1.19M 227.57M Google,Baidu:bmpn
SoftTarget 99.67 84.83 94.60 97.07 94.29 1.19M 227.57M Google,Baidu:bmpn
Fitnet 99.72 84.95 94.62 97.15 94.21 1.19M 227.57M Google,Baidu:bmpn
PKT 99.63 84.45 94.52 96.87 93.74 1.19M 227.57M Google,Baidu:bmpn
FT 99.63 85.33 94.72 97.08 94.20 1.19M 227.57M Google,Baidu:bmpn
FSP 99.70 84.60 94.72 96.93 94.18 1.19M 227.57M Google,Baidu:bmpn