Adversarial Robustness on CIFAR-100 (test)
66.74Natural Acc
FAT
Updated 19d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022.09 | 66.74 | - | - | - | - | - | - | - | - | 20.88 | - | - | - | - | - | - | - | - | - | - | - | - | |
| 64.49 | - | - | - | - | - | - | - | - | 29.7 | - | - | - | - | - | - | - | - | - | - | - | - | ||
| 63.93 | - | - | - | - | - | - | - | - | 29.54 | - | - | - | - | - | - | - | - | - | - | - | - | ||
2022.09 | 62.97 | - | - | - | - | - | - | - | - | 29.8 | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 62.72 | 37.5 | - | - | - | - | - | - | - | - | - | - | 32.03 | 22.66 | - | - | - | - | - | - | - | - | |
2022.09 | 62.24 | - | - | - | - | - | - | - | - | 26.38 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.01 | 62.22 | - | - | - | - | 26.38 | 21.51 | 21.13 | 21.13 | 18.74 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.01 | 62.22 | - | - | - | - | 26.38 | 21.51 | 21.13 | 21.13 | 18.74 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 61.39 | - | - | - | - | - | - | - | - | 27.15 | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 61.17 | 51.28 | - | - | - | - | - | - | - | - | - | - | 44.6 | 43.04 | - | - | - | - | - | - | - | - | |
2022.09 | 60.74 | - | - | - | - | - | - | - | - | 22.44 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 60.73 | - | - | - | - | - | - | - | - | 24.9 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 60.15 | - | - | - | - | - | - | - | - | 22.53 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 60.13 | - | - | - | - | - | - | - | - | 24.76 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 60.13 | - | - | - | - | - | - | - | - | 24.8 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 59.06 | - | - | - | - | - | - | - | - | 28.75 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 58.99 | - | - | - | - | 37.07 | 34.47 | 34.43 | 31.18 | 28.65 | 34.57 | 30.24 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 58.93 | 47.85 | - | - | - | - | - | - | - | - | - | - | 36.72 | 33.98 | - | - | - | - | - | - | - | - | |
2023.12 | 58.81 | - | - | - | - | 33.75 | 30.78 | 30.63 | 29.41 | 25.84 | 30.8 | 27.11 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 58.7 | - | - | - | - | 35.59 | 34.49 | 34.45 | 32.63 | 30.29 | 32.49 | 31.61 | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 58.43 | - | - | - | - | - | - | - | - | 17.54 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 58.09 | - | - | - | - | - | - | - | - | 22.55 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 58.05 | - | - | - | - | 36.4 | 34.42 | 34.38 | 32.58 | 31.36 | 33.27 | 32.58 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 57.45 | - | - | - | - | 34.91 | 32.32 | 32.31 | 29.43 | 27.15 | 32.38 | 28.51 | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 57.17 | - | - | - | - | - | - | - | - | 24.18 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 57.16 | - | - | - | - | 35.11 | 33.02 | 32.94 | 31.09 | 31.2 | 33.06 | 31.87 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 56.19 | - | - | - | - | 35.31 | 33.52 | 33.39 | 31.4 | 30.34 | 32.22 | 31.49 | - | - | - | - | - | - | - | - | - | - | |
2022.01 | 56.15 | - | - | - | - | 31.5 | 28.38 | 28.28 | 26.53 | 24.3 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.01 | 56.15 | - | - | - | - | 31.5 | 28.38 | 28.28 | 26.53 | 24.3 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.75 | - | - | - | - | 34.96 | 32.29 | 32.19 | 29.06 | 27 | 31.41 | 27.67 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.57 | - | - | - | - | 31.57 | 28.79 | 28.66 | 26.77 | 24.44 | 28.91 | 25.71 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.54 | - | - | - | - | 34.77 | 32.86 | 32.81 | 31.37 | 27.36 | 31.88 | 28.57 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.37 | - | - | - | - | 35.21 | 33.14 | 33.01 | 30.16 | 27.85 | 31.56 | 27.61 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.32 | - | - | - | - | 34.47 | 31.54 | 31.51 | 29.75 | 28.19 | 31.65 | 29.33 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.23 | - | - | - | - | 35.46 | 33.65 | 33.32 | 30.24 | 27.87 | 32.07 | 28.26 | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 55.16 | - | - | - | - | - | - | - | - | 25.16 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 54.74 | - | - | - | - | 35.02 | 32.78 | 32.55 | 29.82 | 27.51 | 30.62 | 27.93 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 54.61 | - | - | - | - | 32.86 | 30.1 | 29.97 | 27.24 | 25.81 | 30.18 | 26.18 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 54.58 | - | - | - | - | 34.03 | 32.24 | 32.04 | 30.67 | 28.75 | 31.53 | 29.63 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 54.19 | - | - | - | - | 33.21 | 30.71 | 30.62 | 28.05 | 25.49 | 29.93 | 26.54 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 54.17 | - | - | - | - | 33.56 | 31.15 | 30.96 | 28.42 | 25.61 | 29.86 | 26.17 | - | - | - | - | - | - | - | - | - | - | |
2022.09 | 54.08 | - | - | - | - | - | - | - | - | 25.3 | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 53.84 | - | - | - | - | 34.42 | 31.62 | 31.51 | 30.14 | 27.08 | 31.64 | 28.27 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 53.41 | - | - | - | - | 32.85 | 30.53 | 30.39 | 27.93 | 25.31 | 29.77 | 26.12 | - | - | - | - | - | - | - | - | - | - | |
2022.01 | 52.14 | - | - | - | - | 28.59 | 26.19 | 26.09 | 24.36 | 22.71 | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.01 | 52.14 | - | - | - | - | 28.59 | 26.19 | 26.09 | 24.36 | 22.71 | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 16.72 | 0 | 31.51 | 47.23 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 24.57 | 24.22 | 50.82 | 51.92 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 17.84 | 0 | 41.54 | 46.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 16.18 | 0.91 | 55.88 | 59.15 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 23.5 | 22.93 | 50.91 | 51.64 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 23.8 | 15.6 | 49.3 | 53.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 23.12 | 20.4 | 58.33 | 57.09 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 24.97 | 24.55 | 52.74 | 53.09 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 25.69 | 25.46 | 52.65 | 52.92 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | - | 23.4 | 22.96 | 57.71 | 58.45 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | - | 42.67 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 60.28 | 35.57 | 60.14 | 35.69 | 61.63 | 37.71 | 60.03 | 35.4 | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 64.8 | 41.89 | 64.43 | 41.32 | 66.01 | 43.67 | 63.61 | 39.96 | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 27.99 | 10.69 | 29.15 | 11.31 | 39.78 | 17.27 | 35.92 | 15.89 | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 60.19 | 28.57 | 58.92 | 28 | 58.82 | 30.69 | 57 | 28.18 | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 59.63 | 59.63 | 49.12 | 49.12 | 78.81 | 78.81 | 18.05 | 18.05 | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 40.98 | 40.98 | 43 | 43 | 78.65 | 78.65 | 32.01 | 32.01 | |
2025.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 59.8 | 35.75 | 59.55 | 35.95 | 60.56 | 37.26 | 59.42 | 35.37 |