Adversarial Attack on VOC 2007 (test)
23.2Fooling RateZQA-PSPM
Evaluation Results
| Method | Links | |
|---|---|---|
| ZQA-PSPMepsilon=10, Victim Model=Faster R-CNN (WB)2022.03 | 23.2 | |
| Context-Agnosticepsilon=50, Victim Model=FoveaBox (BB3)2022.03 | 25.4 | |
| Context-Agnosticepsilon=50, Victim Model=RetinaNet (BB1)2022.03 | 29 | |
| Context-Agnosticepsilon=50, Victim Model=Libra R-CNN (BB2)2022.03 | 30 | |
| Context-Agnosticepsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 34 | |
| ZQAepsilon=50, Victim Model=RetinaNet (BB1)2022.03 | 46.6 | |
| ZQA-PSPMepsilon=50, Victim Model=RetinaNet (BB1)2022.03 | 51.2 | |
| ZQA-PSPMepsilon=40, Victim Model=RetinaNet (BB1)2022.03 | 51.8 | |
| ZQAepsilon=50, Victim Model=Libra R-CNN (BB2)2022.03 | 52.2 | |
| ZQAepsilon=50, Victim Model=FoveaBox (BB3)2022.03 | 54 | |
| ZQA-PSPMepsilon=50, Victim Model=FoveaBox (BB3)2022.03 | 56.8 | |
| Few-Query 0epsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 60 | |
| ZQA-PSPMepsilon=50, Victim Model=Libra R-CNN (BB2)2022.03 | 61.6 | |
| Few-Query 1epsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 64.4 | |
| ZQA-PSPMepsilon=20, Victim Model=FoveaBox (BB3)2022.03 | 70.6 | |
| Few-Query 2epsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 77.6 | |
| Few-Query 3epsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 86.8 | |
| ZQAepsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 90 | |
| Few-Query 4epsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 91.6 | |
| ZQAepsilon=40, Victim Model=Faster R-CNN (WB)2022.03 | 92 | |
| ZQA-PSPMepsilon=40, Victim Model=Faster R-CNN (WB)2022.03 | 92 | |
| ZQA-PSPMepsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 92.6 | |
| ZQA-PSPMepsilon=30, Victim Model=Faster R-CNN (WB)2022.03 | 93 | |
| Few-Query 5epsilon=50, Victim Model=Faster R-CNN (WB)2022.03 | 95 |