Adversarial Robustness on ImageNet 1k (test)
53FGSM Robustness
RVT-B*
Updated 1mo ago
Evaluation Results
| Method | Links | ||
|---|---|---|---|
2021.05 | 53 | 29.9 | |
2021.05 | 52.3 | 27.4 | |
2021.05 | 51.8 | 28.2 | |
2021.05 | 51.3 | 26.2 | |
2021.05 | 49.3 | 23.7 | |
2021.05 | 49.2 | 21.3 | |
2021.05 | 46.7 | 17.5 | |
2021.05 | 46.4 | 21.3 | |
2021.05 | 45.4 | 20.8 | |
2021.05 | 44.6 | 18.5 | |
2021.05 | 42.7 | 18.9 | |
2021.05 | 41 | 17.2 | |
2021.05 | 41 | 16.5 | |
2021.05 | 40.9 | 11.4 | |
2021.05 | 40.7 | 16.7 | |
2021.05 | 36.3 | 12.5 | |
2021.05 | 34.8 | 11.7 | |
2021.05 | 34.7 | 13.5 | |
2021.05 | 33.7 | 7.3 | |
2021.05 | 33.2 | 4.2 | |
2021.05 | 33.1 | 7.3 | |
2021.05 | 32.9 | 13.5 | |
2021.05 | 27.1 | 9.5 | |
2021.05 | 26.6 | 3.1 | |
2021.05 | 24.7 | 7.5 | |
2021.05 | 22.5 | 3.1 | |
2021.05 | 22.3 | 6.2 | |
2021.05 | 20.4 | 5.5 | |
2021.05 | 20.4 | 5.1 | |
2021.05 | 20.2 | 3.8 | |
2021.05 | 17.8 | 3.1 | |
2021.05 | 15.4 | 2.4 | |
2021.05 | 12.2 | 0.9 | |
2021.05 | 10 | 0.5 |