Face Recognition on LFW BLUFR
94.48VR @ FAR=0.01%AM-Softmax w/o FN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AM-Softmax w/o FNm=0.4, Backbone=ResNet-20, Feature Normalization=false2018.01 | 94.48 | 97.96 | 87.31 | |
| AM-Softmax w/o FNm=0.35, Backbone=ResNet-20, Feature Normalization=false2018.01 | 93.86 | 97.63 | 87.58 | |
| AM-Softmaxm=0.4, Backbone=ResNet-20, Feature Normalization=true2018.01 | 93.6 | 97.71 | 84.51 | |
| AM-Softmaxm=0.35, Backbone=ResNet-20, Feature Normalization=true2018.01 | 93.51 | 97.69 | 84.82 | |
| AM-Softmaxm=0.45, Backbone=ResNet-20, Feature Normalization=true2018.01 | 93.44 | 97.6 | 84.59 | |
| AM-Softmaxm=0.3, Backbone=ResNet-20, Feature Normalization=true2018.01 | 93.18 | 97.56 | 84.02 | |
| AM-Softmaxm=0.5, Backbone=ResNet-20, Feature Normalization=true2018.01 | 92.33 | 97.28 | 83.38 | |
| AM-Softmaxm=0.25, Backbone=ResNet-20, Feature Normalization=true2018.01 | 91.97 | 97.13 | 81.42 | |
| A-Softmaxm=~1.5, Backbone=ResNet-20, Feature Normalization=true2018.01 | 91.26 | 97.06 | 81.93 | |
| NormFaceBackbone=ResNet-28, Feature Normalization=true, Fine-tuned on Center Loss=true2018.01 | 88.15 | 96.16 | 75.22 | |
| Center LossBackbone=ResNet-28, Feature Normalization=false2018.01 | 83.3 | 94.5 | 65.46 | |
| Softmax + 75% dropoutBackbone=ResNet-20, Feature Normalization=true, Dropout=75%2018.01 | 77.64 | 90.91 | 63.72 | |
| SoftmaxBackbone=ResNet-20, Feature Normalization=true2018.01 | 60.26 | 78.26 | 50.85 |