Face Verification on Labeled Faces in the Wild (LFW)
99.17AccuracyAM-Softmax
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AM-Softmaxm=0.4, Backbone=ResNet-20, Feature Normalization=true2018.01 | 99.17 | — | — | — | — | |
| AM-Softmaxm=0.25, Backbone=ResNet-20, Feature Normalization=true2018.01 | 99.13 | — | — | — | — | |
| AM-Softmax w/o FNm=0.4, Backbone=ResNet-20, Feature Normalization=false2018.01 | 99.12 | — | — | — | — | |
| AM-Softmaxm=0.5, Backbone=ResNet-20, Feature Normalization=true2018.01 | 99.1 | — | — | — | — | |
| A-Softmaxm=~1.5, Backbone=ResNet-20, Feature Normalization=true2018.01 | 99.08 | — | — | — | — | |
| AM-Softmaxm=0.3, Backbone=ResNet-20, Feature Normalization=true2018.01 | 99.08 | — | — | — | — | |
| AM-Softmax w/o FNm=0.35, Backbone=ResNet-20, Feature Normalization=false2018.01 | 99.08 | — | — | — | — | |
| AM-Softmaxm=0.45, Backbone=ResNet-20, Feature Normalization=true2018.01 | 99.03 | — | — | — | — | |
| Center LossBackbone=ResNet-28, Feature Normalization=false2018.01 | 99 | — | — | — | — | |
| NormFaceBackbone=ResNet-28, Feature Normalization=true, Fine-tuned on Center Loss=true2018.01 | 98.98 | — | — | — | — | |
| AM-Softmaxm=0.35, Backbone=ResNet-20, Feature Normalization=true2018.01 | 98.98 | — | — | — | — | |
| Softmax + 75% dropoutBackbone=ResNet-20, Feature Normalization=true, Dropout=75%2018.01 | 98.62 | — | — | — | — | |
| SoftmaxBackbone=ResNet-20, Feature Normalization=true2018.01 | 97.08 | — | — | — | — | |
| 3DDFA3D=true, Texture=false2016.12 | — | — | — | — | 10 | |
| AugNet2016.12 | — | — | — | 99.5 | 94.2 | |
| DeepFace-ensemble2016.12 | — | — | — | 99.6 | 93.7 | |
| EigenFaces2016.12 | — | — | — | 25 | 6.2 | |
| Hybrid Descriptor2016.12 | — | — | — | 66.6 | 42.4 |