Targeted Adversarial Attack on ImageNet 1000 source-target pairs (val)
47.8666L2 DistanceTEA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TEABackbone=ViT, Queries=4002025.05 | 47.8666 | 54.811 | 25.7571 | |
| TEABackbone=ResNet101, Queries=4002025.05 | 51.378 | 49.195 | 28.8153 | |
| TEABackbone=ResNet50, Queries=4002025.05 | 51.953 | 47.8806 | 29.4672 | |
| TEABackbone=VGG16, Queries=4002025.05 | 53.4018 | 45.7879 | 30.5919 | |
| AHABackbone=ViT, Queries=4002025.05 | 59.857 | 20.1767 | 20.2171 | |
| CGBA-HBackbone=ViT, Queries=4002025.05 | 61.3 | 58.2544 | 22.0213 | |
| AHABackbone=ResNet50, Queries=4002025.05 | 64.172 | 23.1784 | 23.2117 | |
| AHABackbone=ResNet101, Queries=4002025.05 | 67.051 | 22.3511 | 22.3831 | |
| AHABackbone=VGG16, Queries=4002025.05 | 68.538 | 23.1784 | 23.2117 | |
| CGBA-HBackbone=ResNet101, Queries=4002025.05 | 68.803 | 52.8782 | 25.1235 | |
| CGBA-HBackbone=VGG16, Queries=4002025.05 | 70.559 | 53.2189 | 25.1239 | |
| CGBA-HBackbone=ResNet50, Queries=4002025.05 | 71.479 | 53.0459 | 25.2585 | |
| CGBABackbone=ViT, Queries=4002025.05 | 72.839 | 58.0527 | 22.0927 | |
| CGBABackbone=ResNet101, Queries=4002025.05 | 82.483 | 52.5847 | 25.2746 | |
| CGBABackbone=ResNet50, Queries=4002025.05 | 85.579 | 53.1765 | 25.1337 | |
| CGBABackbone=VGG16, Queries=4002025.05 | 89.88 | 53.4783 | 25.1129 |