Image Classification on CIFAR-100 (Adversarial Robustness PGD/AA)
80.73Clean Accuracy
Standard Training
Updated 1d ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.05 | 80.73 | 0 | 0 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 80 | 1.5 | - | - | 65 | - | - | - | - | - | - | - | - | |
2026.03 | 79.7 | 6.8 | - | - | 66.7 | - | - | - | - | - | - | - | - | |
2026.03 | 79 | 7.7 | - | - | 69.7 | - | - | - | - | - | - | - | - | |
2026.03 | 78.9 | 6.5 | - | - | 69.1 | - | - | - | - | - | - | - | - | |
2026.03 | 78.7 | 3.2 | - | - | 50 | - | - | - | - | - | - | - | - | |
2026.03 | 78.6 | 1.5 | - | - | 66.6 | - | - | - | - | - | - | - | - | |
2026.05 | 76.78 | - | 0 | - | - | - | - | - | - | - | 0.01 | - | 7.24 | |
2026.05 | 74.08 | - | 0 | - | - | - | - | - | - | - | 0.01 | - | 5.72 | |
2026.05 | 73.89 | - | 0 | - | - | - | - | - | - | - | 0.01 | - | 4.81 | |
2026.03 | 72.29 | 30.73 | 25.66 | - | - | 49.95 | 30.3 | 19.16 | 14.21 | 11.45 | - | - | - | |
2026.03 | 70.71 | 29.56 | 25.2 | - | - | 48.6 | 28.54 | 16.56 | 10.55 | 14.65 | - | - | - | |
2025.05 | 68.32 | 38.42 | 35.57 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 68.18 | - | 7.21 | - | - | - | - | - | - | - | 16.07 | - | 40.85 | |
2025.05 | 68.05 | 37.21 | 35.19 | - | - | - | - | - | - | - | - | - | - | |
2025.05 | 64.89 | 36.36 | 30.77 | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 64.01 | - | 24.52 | - | - | 25.14 | - | - | - | - | 28.05 | 25.9 | - | |
2026.04 | 63.93 | - | 23.64 | - | - | 24.63 | - | - | - | - | 25.9 | 24.72 | - | |
2026.04 | 63.85 | - | 22.13 | - | - | 24.56 | - | - | - | - | 25.79 | 24.16 | - | |
2026.05 | 63.57 | - | 17.17 | - | - | - | - | - | - | - | 21.1 | - | 27.34 | |
2026.05 | 63.39 | - | 17.5 | - | - | - | - | - | - | - | 21.68 | - | 27.71 | |
2026.04 | 63.15 | - | 23.87 | - | - | 24.86 | - | - | - | - | 26.47 | 25.07 | - | |
2026.05 | 62.96 | - | 22.29 | - | - | - | - | - | - | - | 26.23 | - | 30.62 | |
2026.04 | 62.01 | - | 27.5 | - | - | 29.15 | - | - | - | - | 30.56 | 29.07 | - | |
2025.05 | 61.54 | 37.15 | 30.93 | - | - | - | - | - | - | - | - | - | - | |
2026.04 | 61.17 | - | 20.36 | - | - | 20.88 | - | - | - | - | 22.79 | 21.34 | - | |
2026.04 | 61.12 | - | 23.75 | - | - | 24.77 | - | - | - | - | 26.01 | 24.84 | - | |
2025.05 | 61.02 | 32.98 | 28.5 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 60.43 | - | 7.74 | - | - | - | - | - | - | - | 9.96 | - | 41.21 | |
2026.05 | 60.07 | - | 23.08 | - | - | - | - | - | - | - | 27.37 | - | 31.02 | |
2026.04 | 60.01 | - | 18.63 | - | - | 19.57 | - | - | - | - | 21.35 | 19.85 | - | |
2026.04 | 58.67 | - | 21.55 | - | - | 23.44 | - | - | - | - | 24.03 | 23.01 | - | |
2026.05 | 58.65 | - | 20.72 | - | - | - | - | - | - | - | 24.96 | - | 28.6 | |
2025.05 | 58.64 | 32.75 | 28.33 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 58.58 | - | 23.77 | - | - | - | - | - | - | - | 27.93 | - | 31.23 | |
2026.05 | 58.41 | - | 20.65 | - | - | - | - | - | - | - | 25.01 | - | 28.39 | |
2025.05 | 58.17 | 28.34 | 25.84 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 57.97 | - | 25.2 | - | - | - | - | - | - | - | 29.57 | - | 32.26 | |
2025.05 | 57.94 | 33.75 | 28.9 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 57.94 | - | 19.7 | - | - | - | - | - | - | - | 23.79 | - | 27.74 | |
2026.05 | 57.83 | - | 0 | - | - | - | - | - | - | - | 0.02 | - | 49.82 | |
2026.05 | 57.76 | - | 24.85 | - | - | - | - | - | - | - | 30.15 | - | 32.17 | |
2025.05 | 57.65 | 33.91 | 29.03 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 57.53 | - | 19.69 | - | - | - | - | - | - | - | 23.94 | - | 27.68 | |
2026.05 | 57.5 | - | 20.67 | - | - | - | - | - | - | - | 25.2 | - | 28.62 | |
2025.05 | 57.32 | 33.17 | 26.61 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 57.28 | - | 23.74 | - | - | - | - | - | - | - | 27.82 | - | 30.5 | |
2026.05 | 57.24 | - | 20.97 | - | - | - | - | - | - | - | 25.37 | - | 28.85 | |
2026.05 | 57.1 | - | 23.75 | - | - | - | - | - | - | - | 27.92 | - | 30.54 | |
2026.03 | 56.73 | 34.32 | 27.44 | - | - | 29.66 | 29.44 | 20.92 | 17.33 | 10.11 | - | - | - | |
2026.05 | 56.28 | - | 20.81 | - | - | - | - | - | - | - | 25.32 | - | 28.37 | |
2026.05 | 56.22 | - | 20.96 | - | - | - | - | - | - | - | 25.49 | - | 28.6 | |
2026.05 | 55.97 | - | 0 | - | - | - | - | - | - | - | 0.16 | - | 63.93 | |
2026.05 | 55.53 | - | 21.45 | - | - | - | - | - | - | - | 26.09 | - | 28.98 | |
2026.05 | 55.48 | - | 21.61 | - | - | - | - | - | - | - | 26.17 | - | 29.17 | |
2026.05 | 55.42 | - | 22.77 | - | - | - | - | - | - | - | 28.05 | - | 29.86 | |
2026.05 | 55 | - | 22.79 | - | - | - | - | - | - | - | 28.16 | - | 30.13 | |
2026.05 | 54.74 | - | 21.56 | - | - | - | - | - | - | - | 26.12 | - | 28.89 | |
2025.05 | 54.69 | 31.9 | 27.25 | - | - | - | - | - | - | - | - | - | - | |
2026.05 | 54.5 | - | 21.7 | - | - | - | - | - | - | - | 26.24 | - | 29.09 | |
2026.05 | 53.72 | - | 21.72 | - | - | - | - | - | - | - | 26.22 | - | 28.79 | |
2026.05 | 53.57 | - | 22.88 | - | - | - | - | - | - | - | 27.64 | - | 29.66 | |
2026.05 | 53.51 | - | 0 | - | - | - | - | - | - | - | 0.01 | - | 47.79 | |
2026.05 | 53.43 | - | 21.75 | - | - | - | - | - | - | - | 26.25 | - | 28.82 | |
2026.05 | 53.39 | - | 22.93 | - | - | - | - | - | - | - | 27.61 | - | 29.68 | |
2026.05 | 53.26 | - | 21.81 | - | - | - | - | - | - | - | 26.21 | - | 28.59 | |
2026.05 | 53.23 | - | 20.99 | - | - | - | - | - | - | - | 25.35 | - | 27.55 | |
2026.05 | 52.7 | - | 0 | - | - | - | - | - | - | - | 0 | - | 55.02 | |
2026.05 | 50.57 | - | 0.09 | - | - | - | - | - | - | - | 1.07 | - | 69.1 | |
2026.05 | 50.51 | - | 0 | - | - | - | - | - | - | - | 0 | - | 66.7 | |
2026.05 | 50.28 | - | 19.54 | - | - | - | - | - | - | - | 23.79 | - | 25.86 | |
2026.05 | 49.97 | - | 19.47 | - | - | - | - | - | - | - | 23.71 | - | 25.81 | |
2026.05 | 49.66 | - | 22.13 | - | - | - | - | - | - | - | 27.81 | - | 29.23 | |
2026.05 | 49.28 | - | 22.19 | - | - | - | - | - | - | - | 27.84 | - | 29.28 | |
2026.05 | 48.19 | - | 0 | - | - | - | - | - | - | - | 0 | - | 70.83 | |
2026.05 | 44.61 | - | 0 | - | - | - | - | - | - | - | 0.01 | - | 0.41 | |
2026.05 | 29.08 | - | 8.61 | - | - | - | - | - | - | - | 11.8 | - | 12.13 | |
2026.05 | 28.05 | - | 8.28 | - | - | - | - | - | - | - | 11.44 | - | 11.88 | |
2026.05 | 26.98 | - | 8.64 | - | - | - | - | - | - | - | 11.94 | - | 12.24 | |
2026.05 | 26.84 | - | 8.77 | - | - | - | - | - | - | - | 12.29 | - | 12.47 | |
2026.05 | 25.71 | - | 8.57 | - | - | - | - | - | - | - | 11.81 | - | 11.99 | |
2026.05 | 23.06 | - | 8.22 | - | - | - | - | - | - | - | 11.21 | - | 11.47 | |
2026.05 | 23.01 | - | 8.28 | - | - | - | - | - | - | - | 11.31 | - | 11.37 | |
2026.05 | 22.98 | - | 8.31 | - | - | - | - | - | - | - | 11.51 | - | 11.52 | |
2026.05 | 22.53 | - | 8.42 | - | - | - | - | - | - | - | 11.44 | - | 11.5 | |
2026.05 | 22.51 | - | 8.36 | - | - | - | - | - | - | - | 11.44 | - | 11.52 | |
2026.05 | 20.99 | - | 2.54 | - | - | - | - | - | - | - | 7.71 | - | 15.57 | |
2026.05 | 18.23 | - | 14.9 | - | - | - | - | - | - | - | 9.38 | - | 10.16 | |
2026.05 | 16.94 | - | 6.49 | - | - | - | - | - | - | - | 9.46 | - | 9.53 | |
2026.05 | 2.17 | - | 0.67 | - | - | - | - | - | - | - | 0.67 | - | 2.19 | |
2026.03 | - | - | - | 21.24 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 17.53 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 10.63 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 19.74 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 23.96 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 31.87 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 39.7 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 0.06 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 0.01 | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | 21.57 | - | - | - | - | - | - | - | - | - |
Showing 100 of 106 rows