Targeted Adversarial Attack on ImageNet RN-50 Source 1k (val)
6.8ViT Performance ScoreRDI-FTM-E
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RDI-FTM-ESource Model=RN-50, Time (s)=2.92, MI-TI=true2024.11 | 6.8 | 58.6 | 13.6 | 35.2 | 34.9 | 29.8 | |
| RDI-FTMSource Model=RN-50, Time (s)=1.54, MI-TI=true2024.11 | 5.9 | 52.9 | 10.8 | 32.4 | 31.5 | 26.7 | |
| ODISource Model=RN-50, Time (s)=4.38, MI-TI=true2024.11 | 5.1 | 37 | 10.7 | 20.1 | 29.1 | 20.4 | |
| RDI-CFMSource Model=RN-50, Time (s)=1.39, MI-TI=true2024.11 | 4.3 | 46.1 | 8.9 | 25.2 | 24.7 | 21.8 | |
| RDI-SISource Model=RN-50, Time (s)=5.95, MI-TI=true2024.11 | 2.9 | 29.4 | 6.3 | 15.5 | 17.9 | 14.4 | |
| RDI-VTSource Model=RN-50, Time (s)=7.16, MI-TI=true2024.11 | 2.9 | 28.1 | 5.2 | 15 | 14 | 13 | |
| RDI-AdmixSource Model=RN-50, Time (s)=3.55, MI-TI=true2024.11 | 1.3 | 22.5 | 2.5 | 8.5 | 8.4 | 8.6 | |
| RDI-SUSource Model=RN-50, Time (s)=2.21, MI-TI=true2024.11 | 0.8 | 16.9 | 2.3 | 6.9 | 7.8 | 6.9 | |
| RDISource Model=RN-50, Time (s)=1.23, MI-TI=true2024.11 | 0.7 | 13.2 | 1.7 | 6.1 | 7 | 5.7 | |
| DISource Model=RN-50, Time (s)=1.37, MI-TI=true2024.11 | 0.2 | 3.5 | 0.4 | 1.5 | 1.7 | 1.5 |