Face Verification on IJB-C unconstrained face verification protocol
88.03TAR @ FAR=1e-5Dynamic AdaCos
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Dynamic AdaCosBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 88.03 | 92.4 | 95.65 | 97.72 | 99.06 | 83.28 | 74.07 | |
| Fixed AdaCosBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 87.87 | 92.35 | 95.48 | 97.7 | 99.05 | 82.38 | 72.66 | |
| Crystal LossBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 87.35 | 92.29 | 95.63 | 97.66 | 99.06 | 81.15 | 71.37 | |
| ArcFaceBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 87.28 | 92.13 | 95.55 | 97.75 | 99.07 | 82.15 | 72.28 | |
| CosFaceBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 86.94 | 91.82 | 95.37 | 97.55 | 99.01 | 76.25 | 61.72 | |
| AIM2018.09 | 82.6 | 89.5 | 93.5 | 96.2 | — | — | — | |
| l2-softmaxBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 77.25 | 86.33 | 92.78 | 96.45 | 98.4 | 62.61 | 26.67 | |
| MN-vc2018.09 | 77.1 | 86.2 | 92.7 | 96.8 | — | — | — | |
| VGGFace2training_mode=fine-tuned2018.09 | 76.8 | 86.2 | 92.7 | 96.7 | — | — | — | |
| VGGFace2018.09 | 43.7 | 59.8 | 74.8 | 87.1 | — | — | — | |
| VGGFaceBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 43.69 | 59.75 | 74.79 | 87.13 | 95.64 | 32.2 | — | |
| FaceNetBackbone=Inception-ResNet [33], Training Data=WebFace [43] and MS1M [9]2019.05 | 33.3 | 48.69 | 66.45 | 81.71 | 92.45 | 20.95 | — | |
| FaceNet2018.09 | 33 | 48.7 | 66.5 | 81.7 | — | — | — | |
| GOTS2018.09 | 6.6 | 14.7 | 33 | 62 | — | — | — |