Adversarial Robustness Evaluation on FGVC Aircraft (Image Classification)
20.16Clean Accuracy
CLIP
Updated 3d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2025.12 | 20.16 | 0 | - | - | - | |
2025.12 | 20.16 | 0 | 0.23 | - | - | |
2025.12 | 20.16 | 0.23 | 0 | 0 | - | |
2025.12 | 17.1 | 5.28 | 4.08 | - | - | |
2025.12 | 15.63 | 0.06 | 0.54 | 1.11 | - | |
2025.12 | 15.24 | 5.73 | 4.5 | - | - | |
2026.02 | 14.19 | - | - | - | 0.84 | |
2025.12 | 13.89 | 5.1 | 4.05 | - | - | |
2026.02 | 13.86 | - | - | - | 4.02 | |
2026.02 | 13.39 | - | - | - | 4.53 | |
2026.02 | 11.98 | - | - | - | 3.51 | |
2025.12 | 11.79 | 0.51 | 3.21 | 0.99 | - | |
2025.12 | 10.95 | 2.61 | - | - | - | |
2025.12 | 10.95 | 2.61 | 3.45 | 3.21 | - | |
2026.02 | 9.3 | - | - | - | 0.03 | |
2025.12 | 8.82 | 2.34 | 2.88 | 2.85 | - | |
2026.02 | 6.42 | - | - | - | 1.87 | |
2025.12 | 5.19 | 1.86 | 2.16 | 2.1 | - | |
2025.12 | 4.41 | 1.59 | - | - | - | |
2025.12 | 3.96 | 1.65 | - | - | - | |
2026.02 | 3.84 | - | - | - | 1.85 | |
2025.12 | 3.6 | 1.23 | - | - | - |