Adversarial Attack on Pascal VOC
0.82F ScoreTOG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TOGSetting=White-box, Target Label Scenario=R1-952023.02 | 0.82 | 0.27 | |
| GLOWSetting=White-box, Target Label Scenario=R1-952023.02 | 0.79 | 0.29 | |
| TOGSetting=White-box, Target Label Scenario=R1-502023.02 | 0.77 | 0.22 | |
| GLOWSetting=White-box, Target Label Scenario=R1-502023.02 | 0.76 | 0.28 | |
| TOG+SAMESetting=White-box, Target Label Scenario=R1-952023.02 | 0.75 | 0.22 | |
| CaiSetting=White-box, Target Label Scenario=R1-952023.02 | 0.74 | 0.11 | |
| TOG+SAMESetting=White-box, Target Label Scenario=R1-502023.02 | 0.68 | 0.22 | |
| TOGSetting=White-box, Target Label Scenario=R1-52023.02 | 0.67 | 0.16 | |
| TOG+RANDSetting=White-box, Target Label Scenario=R1-952023.02 | 0.66 | 0.14 | |
| CaiSetting=White-box, Target Label Scenario=R1-502023.02 | 0.63 | 0.09 | |
| TOG+RANDSetting=White-box, Target Label Scenario=R1-502023.02 | 0.61 | 0.14 | |
| GLOWSetting=White-box, Target Label Scenario=R1-52023.02 | 0.61 | 0.2 | |
| TOG+SAMESetting=White-box, Target Label Scenario=R1-52023.02 | 0.52 | 0.13 | |
| TOG+RANDSetting=White-box, Target Label Scenario=R1-52023.02 | 0.48 | 0.08 | |
| CaiSetting=White-box, Target Label Scenario=R1-52023.02 | 0.46 | 0.08 | |
| GLOWSetting=Zero query black-box, Target Label Scenario=R1-952023.02 | 0.33 | 0.18 | |
| TOG+SAMESetting=Zero query black-box, Target Label Scenario=R1-952023.02 | 0.31 | 0.11 | |
| CaiSetting=Zero query black-box, Target Label Scenario=R1-952023.02 | 0.3 | 0.11 | |
| TOGSetting=Zero query black-box, Target Label Scenario=R1-952023.02 | 0.27 | 0.13 | |
| TOG+RANDSetting=Zero query black-box, Target Label Scenario=R1-952023.02 | 0.26 | 0.06 | |
| TOG+SAMESetting=Zero query black-box, Target Label Scenario=R1-502023.02 | 0.22 | 0.11 | |
| GLOWSetting=Zero query black-box, Target Label Scenario=R1-502023.02 | 0.22 | 0.12 | |
| TOGSetting=Zero query black-box, Target Label Scenario=R1-502023.02 | 0.19 | 0.08 | |
| CaiSetting=Zero query black-box, Target Label Scenario=R1-502023.02 | 0.19 | 0.08 | |
| TOG+RANDSetting=Zero query black-box, Target Label Scenario=R1-502023.02 | 0.17 | 0.04 | |
| TOGSetting=Zero query black-box, Target Label Scenario=R1-52023.02 | 0.13 | 0.04 | |
| GLOWSetting=Zero query black-box, Target Label Scenario=R1-52023.02 | 0.11 | 0.05 | |
| TOG+RANDSetting=Zero query black-box, Target Label Scenario=R1-52023.02 | 0.1 | 0.02 | |
| TOG+SAMESetting=Zero query black-box, Target Label Scenario=R1-52023.02 | 0.1 | 0.04 | |
| CaiSetting=Zero query black-box, Target Label Scenario=R1-52023.02 | 0.08 | 0.03 |