Adversarial Purification on CIFAR-10
96Standard Accuracy
FlowPurePGD
Updated 18d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2025.05 | 96 | 96 | - | - | |
2025.05 | 95.96 | 95.96 | - | - | |
2025.05 | 95.81 | 95.81 | - | - | |
2025.06 | 94.99 | 84.44 | - | - | |
2025.05 | 94.36 | 94.36 | - | - | |
2025.06 | 94.08 | 80.99 | - | - | |
2025.06 | 93.88 | 43.03 | - | - | |
2025.06 | 93.88 | 82.88 | - | - | |
2025.06 | 93.82 | 49.94 | - | - | |
2025.06 | 93.82 | 81.12 | - | - | |
2025.06 | 93.62 | 36.59 | - | - | |
2025.06 | 93.62 | 80.66 | - | - | |
2025.06 | 93.55 | 87.3 | - | - | |
2025.06 | 93.49 | 53.71 | - | - | |
2025.06 | 93.49 | 85.29 | - | - | |
2025.06 | 93.29 | 82.1 | - | - | |
2025.06 | 93.1 | 43.55 | - | - | |
2025.06 | 93.1 | 85.03 | - | - | |
2025.06 | 92.97 | 46.35 | - | - | |
2025.06 | 92.9 | 82.94 | - | - | |
2025.06 | 92.64 | 52.86 | - | - | |
2025.06 | 92.64 | 84.9 | - | - | |
2025.06 | 92.45 | 79.88 | - | - | |
2025.06 | 92.45 | 36.72 | - | - | |
2025.06 | 92.45 | 82.29 | - | - | |
2025.05 | 92.41 | 80.81 | - | - | |
2025.05 | 92.37 | 80.59 | - | - | |
2025.05 | 92.23 | 92.23 | - | - | |
2025.05 | 91.93 | 78.77 | - | - | |
2025.06 | 91.8 | 82.81 | - | - | |
2025.05 | 91.48 | 78.67 | - | - | |
2025.05 | 91.45 | 91.45 | - | - | |
2025.06 | 90.89 | 52.15 | - | - | |
2025.05 | 90.25 | 74.86 | - | - | |
2025.06 | 90.1 | 88.4 | - | - | |
2025.06 | 90.1 | 56.05 | - | - | |
2025.06 | 90.1 | 83.66 | - | - | |
2025.05 | 89.99 | 73.69 | - | - | |
2025.05 | 89.82 | 73.76 | - | - | |
2025.06 | 89.71 | 81.9 | - | - | |
2025.06 | 89.71 | 47.98 | - | - | |
2025.05 | 89.6 | 74.59 | - | - | |
2025.05 | 89.44 | 74.31 | - | - | |
2025.06 | 89.39 | 56.97 | - | - | |
2025.06 | 89.39 | 84.51 | - | - | |
2025.05 | 89.1 | 72.25 | - | - | |
2025.05 | 89.08 | 72.59 | - | - | |
2025.05 | 88.81 | 72.79 | - | - | |
2025.05 | 87.33 | 87.33 | - | - | |
2025.05 | 82.94 | 65.03 | - | - | |
2025.05 | 78.7 | 56.2 | - | - | |
2025.05 | 73.95 | 46.09 | - | - | |
2025.05 | 73.23 | 47.46 | - | - | |
2025.05 | 71.74 | 41.4 | - | - | |
2025.05 | 67.61 | 44.86 | - | - | |
2025.05 | 65.25 | 36.26 | - | - | |
2025.05 | 50.96 | 24.86 | - | - | |
2025.05 | 43.12 | 21.87 | - | - | |
2025.05 | 40.64 | 17.7 | - | - | |
2025.05 | 33.78 | 14.9 | - | - | |
2025.05 | 32.35 | 13.15 | - | - | |
2025.05 | 23.43 | 23.43 | - | - | |
2025.05 | 13.34 | 13.34 | - | - | |
2025.05 | 12.55 | 4.82 | - | - | |
2025.05 | 1.17 | 1.17 | - | - | |
2025.05 | 1.11 | 1.11 | - | - | |
2025.05 | 0.04 | 0.04 | - | - | |
2025.05 | 0 | 0 | - | - | |
2026.07 | - | - | 42.2 | 60.8 | |
2026.07 | - | - | 38.02 | 54.74 | |
2026.07 | - | - | 44.27 | 62.42 | |
2026.07 | - | - | 43.72 | 60.08 | |
2026.07 | - | - | 58.37 | 68.55 | |
2026.07 | - | - | 54.22 | 67.15 |