Object Detection on COCO 2017 (tSucDet)
65.3tSucDetS4ST
Evaluation Results
| Method | Links | |
|---|---|---|
| S4STVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 65.3 | |
| S4STVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 59.5 | |
| SASD-WSVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 48 | |
| SASD-WSVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 44 | |
| CFMVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 43.2 | |
| CFMVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 41.1 | |
| S4STVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.10 | 37.5 | |
| SASD-WSVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.10 | 19.6 | |
| CFMVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.10 | 19.1 | |
| w/o attackVictim Model=M-RCNN, Victim Backbone=ResNet-101, Surrogate Model=ResNet-50, Target Label=car2024.10 | 10.2 | |
| w/o attackVictim Model=Cascade M-RCNN, Victim Backbone=CNX-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 9.1 | |
| w/o attackVictim Model=Mask2Former, Victim Backbone=Swin-S, Surrogate Model=ResNet-50, Target Label=car2024.10 | 8.8 |