Non-targeted Black-box Attack on ImageNet
99.6SSIMLGC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LGCModel=ViT, Query Budget=100002026.05 | 99.6 | 0.007 | |
| LGC-HModel=ViT, Query Budget=100002026.05 | 99.5 | 0.008 | |
| LGC-HModel=ViT, Query Budget=50002026.05 | 99.3 | 0.013 | |
| LGCModel=ViT, Query Budget=50002026.05 | 99.3 | 0.012 | |
| LGC-HModel=ViT, Query Budget=25002026.05 | 98.7 | 0.021 | |
| LGCModel=ViT, Query Budget=25002026.05 | 98.4 | 0.023 | |
| CGBAModel=ViT, Query Budget=100002026.05 | 96.9 | 0.05 | |
| LGC-HModel=ViT, Query Budget=10002026.05 | 96.9 | 0.046 | |
| CGBA-HModel=ViT, Query Budget=100002026.05 | 96.8 | 0.056 | |
| LGCModel=ViT, Query Budget=10002026.05 | 96.6 | 0.048 | |
| CGBAModel=ViT, Query Budget=50002026.05 | 95.3 | 0.07 | |
| CGBA-HModel=ViT, Query Budget=50002026.05 | 95 | 0.079 | |
| CGBAModel=ViT, Query Budget=25002026.05 | 93.1 | 0.098 | |
| CGBA-HModel=ViT, Query Budget=25002026.05 | 91.5 | 0.117 | |
| CGBAModel=ViT, Query Budget=10002026.05 | 88.1 | 0.154 | |
| Sign_OPTModel=ViT, Query Budget=100002026.05 | 87.7 | 0.128 | |
| CGBA-HModel=ViT, Query Budget=10002026.05 | 86.2 | 0.174 | |
| Sign_OPTModel=ViT, Query Budget=50002026.05 | 81.6 | 0.175 | |
| HSJAModel=ViT, Query Budget=100002026.05 | 77.5 | 0.201 | |
| HSJAModel=ViT, Query Budget=50002026.05 | 72.1 | 0.24 | |
| Sign_OPTModel=ViT, Query Budget=25002026.05 | 71.1 | 0.252 | |
| HSJAModel=ViT, Query Budget=25002026.05 | 66 | 0.285 | |
| Sign_OPTModel=ViT, Query Budget=10002026.05 | 59.5 | 0.339 | |
| HSJAModel=ViT, Query Budget=10002026.05 | 57.4 | 0.349 |