Face Recognition Attack on LFW Eye & Nose region (test)
0.9975ASR (ArcFace)AT3D-P
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AT3D-PSource Model=ArcFace2023.03 | 0.9975 | 0.8975 | 0.5925 | 0.865 | 0.8525 | |
| 2D-EOTSource Model=ArcFace2023.03 | 0.995 | 0.8025 | 0.605 | 0.6575 | 0.1925 | |
| 2D-MIMSource Model=ArcFace2023.03 | 0.9925 | 0.525 | 0.3525 | 0.345 | 0.045 | |
| AT3D-MLSource Model=ArcFace2023.03 | 0.91 | 0.6775 | 0.685 | 0.6075 | 0.65 | |
| AT3D-MSource Model=ArcFace2023.03 | 0.8975 | 0.68 | 0.675 | 0.6025 | 0.6425 | |
| AT3D-PSource Model=ResNet502023.03 | 0.8625 | 0.915 | 0.6125 | 1 | 0.8475 | |
| AT3D-PSource Model=MobileFace2023.03 | 0.8225 | 0.9575 | 0.63 | 0.8275 | 0.82 | |
| AT3D-MLSource Model=MobileFace2023.03 | 0.6375 | 0.9325 | 0.6175 | 0.655 | 0.6325 | |
| 2D-EOTSource Model=ResNet502023.03 | 0.6375 | 0.9475 | 0.7975 | 1 | 0.335 | |
| AT3D-MSource Model=MobileFace2023.03 | 0.625 | 0.9375 | 0.6175 | 0.645 | 0.6325 | |
| 2D-EOTSource Model=MobileFace2023.03 | 0.595 | 1 | 0.8225 | 0.9025 | 0.185 | |
| AT3D-MSource Model=ResNet502023.03 | 0.585 | 0.6875 | 0.595 | 0.9175 | 0.6275 | |
| AT3D-MLSource Model=ResNet502023.03 | 0.5725 | 0.68 | 0.5975 | 0.9125 | 0.6225 | |
| 2D-MIMSource Model=ResNet502023.03 | 0.41 | 0.6375 | 0.585 | 0.9975 | 0.07 | |
| 2D-MIMSource Model=MobileFace2023.03 | 0.3575 | 1 | 0.6275 | 0.7025 | 0.075 |