Adversarial Attack on CelebA-HQ Eye & Nose
1Arc Score2D-MIM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| 2D-MIMSource Model=ArcFace2023.03 | 1 | 66.5 | 0.4925 | 49.5 | 10.75 | |
| AT3D-PSource Model=ArcFace2023.03 | 1 | 95 | 0.82 | 93.75 | 87 | |
| 2D-EOTSource Model=ArcFace2023.03 | 0.995 | 87.75 | 0.7375 | 79 | 36.25 | |
| AT3D-MSource Model=ArcFace2023.03 | 0.9675 | 86 | 0.835 | 78.25 | 75 | |
| AT3D-MLSource Model=ArcFace2023.03 | 0.9675 | 86.5 | 0.8325 | 78.75 | 75 | |
| AT3D-PSource Model=MobileFace2023.03 | 0.925 | 100 | 0.875 | 96 | 88.5 | |
| AT3D-PSource Model=ResNet502023.03 | 0.92 | 96.25 | 0.7875 | 100 | 88.5 | |
| AT3D-MLSource Model=MobileFace2023.03 | 0.79 | 99.25 | 0.81 | 82 | 73.25 | |
| 2D-EOTSource Model=MobileFace2023.03 | 0.7875 | 100 | 0.945 | 96.75 | 40 | |
| AT3D-MSource Model=MobileFace2023.03 | 0.785 | 99.25 | 0.815 | 81.25 | 72.25 | |
| AT3D-MSource Model=ResNet502023.03 | 0.7475 | 85 | 0.7675 | 97 | 71.25 | |
| AT3D-MLSource Model=ResNet502023.03 | 0.745 | 84.5 | 0.755 | 97 | 70.5 | |
| 2D-EOTSource Model=ResNet502023.03 | 0.725 | 96.25 | 0.865 | 100 | 43 | |
| 2D-MIMSource Model=MobileFace2023.03 | 0.5475 | 100 | 0.8325 | 82.75 | 13 | |
| 2D-MIMSource Model=ResNet502023.03 | 0.5325 | 88.25 | 0.7625 | 100 | 13.25 |