Image Classification on CIFAR-100 (Average Robust Accuracy)
86.27Average Robust AccuracyATAC
Evaluation Results
| Method | Links | |
|---|---|---|
| ATACAttack Strategy=PGD, Epsilon=4/2552025.11 | 86.27 | |
| Comp-TGAZero-shot=true2026.03 | 19.36 | |
| TGA-ZSRZero-shot=true2026.03 | 14.43 | |
| PMG-AFTZero-shot=true2026.03 | 13.29 | |
| LAATZero-shot=true2026.03 | 12.87 | |
| ATACAttack Strategy=Avoid, Epsilon=4/255, Running time (s)=0.6522025.11 | 11.25 | |
| FT-Adv.Zero-shot=true2026.03 | 11.06 | |
| TTCAttack Strategy=PGD, Epsilon=4/2552025.11 | 9.06 | |
| TeCoAZero-shot=true2026.03 | 8.12 | |
| ATACAttack Strategy=Lure, Epsilon=4/255, Running time (s)=0.6502025.11 | 5.83 | |
| FT-CleanZero-shot=true2026.03 | 4.65 | |
| FAREZero-shot=true2026.03 | 4.23 | |
| TTCAttack Strategy=Avoid, Epsilon=4/255, Running time (s)=0.1142025.11 | 1.67 | |
| TTCAttack Strategy=Lure, Epsilon=4/255, Running time (s)=0.1502025.11 | 0.83 | |
| CLIPZero-shot=true2026.03 | 0.12 |