Data Poisoning Defense on CIFAR-10 (test)
95.33Test Accuracy
None
Updated 2mo ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2024.05 | 95.33 | 46.52 | - | - | - | - | - | - | |
2024.05 | 94.89 | - | - | - | 43.95 | 93.59 | - | - | |
2024.05 | 94.84 | - | - | 44 | - | - | - | - | |
2024.05 | 93.95 | 76.39 | - | - | - | - | - | - | |
2024.05 | 93.92 | 32.7 | - | - | - | - | - | - | |
2024.05 | 93.81 | - | - | 0 | - | - | - | - | |
2022.08 | 93.72 | 75 | - | - | - | - | - | - | |
2024.05 | 93.48 | 1.42 | - | - | - | - | - | - | |
2022.08 | 93.27 | 15 | - | - | - | - | - | - | |
2024.05 | 92.98 | - | - | 1 | - | - | - | - | |
2024.05 | 92.94 | - | - | - | 1.78 | 4.13 | - | - | |
2024.05 | 92.92 | - | - | - | 1.39 | 2.5 | - | - | |
2022.08 | 92.83 | 10 | - | - | - | - | - | - | |
2024.05 | 92.44 | - | - | 0 | - | - | - | - | |
2024.05 | 92.38 | - | - | 0 | - | - | - | - | |
2022.08 | 92.03 | 60 | - | - | - | - | - | - | |
2024.05 | 92.03 | 1.9 | - | - | - | - | - | - | |
2024.05 | 91.94 | 1.89 | - | - | - | - | - | - | |
2022.08 | 91.91 | 5 | - | - | - | - | - | - | |
2024.05 | 91.75 | 1.64 | - | - | - | - | - | - | |
2022.08 | 91.73 | 10 | - | - | - | - | - | - | |
2024.05 | 91.55 | 8.6 | - | - | - | - | - | - | |
2024.05 | 91.53 | - | - | 0 | - | - | - | - | |
2022.08 | 91.52 | 0 | - | - | - | - | - | - | |
2022.08 | 91.5 | 0 | - | - | - | - | - | - | |
2022.08 | 91.29 | 0 | - | - | - | - | - | - | |
2024.05 | 91.15 | - | - | 0 | - | - | - | - | |
2024.05 | 91.01 | - | - | - | 8.32 | 83.03 | - | - | |
2024.05 | 90.99 | - | - | - | 1.64 | 2.83 | - | - | |
2024.05 | 90.94 | 1.71 | - | - | - | - | - | - | |
2024.05 | 90.93 | - | - | 0 | - | - | - | - | |
2024.05 | 90.92 | 1.73 | - | - | - | - | - | - | |
2024.05 | 90.69 | - | - | - | 1.88 | 3.42 | - | - | |
2024.05 | 90.4 | - | - | 0 | - | - | - | - | |
2024.05 | 90.14 | - | - | - | 33.41 | 98.27 | - | - | |
2022.08 | 90.04 | 0 | - | - | - | - | - | - | |
2024.05 | 90 | - | - | 0 | - | - | - | - | |
2024.05 | 89.84 | - | - | 46 | - | - | - | - | |
2024.05 | 89.81 | - | - | - | 3.04 | 17.32 | - | - | |
2024.05 | 89.78 | - | - | - | 2.02 | 3.85 | - | - | |
2024.05 | 89.34 | 1.75 | - | - | - | - | - | - | |
2024.05 | 89.29 | 0 | - | - | - | - | - | - | |
2024.05 | 89.02 | 0 | - | - | - | - | - | - | |
2024.05 | 88.82 | 2 | - | - | - | - | - | - | |
2024.05 | 88.58 | - | - | - | 20.93 | 91.72 | - | - | |
2024.05 | 87.82 | - | - | 8 | - | - | - | - | |
2022.08 | 87.69 | 45 | - | - | - | - | - | - | |
2024.05 | 87.63 | - | - | - | 2.95 | 12.55 | - | - | |
2024.05 | 87.52 | - | - | 0 | - | - | - | - | |
2024.05 | 87.03 | 11.35 | - | - | - | - | - | - | |
2024.05 | 86.91 | 2.13 | - | - | - | - | - | - | |
2024.05 | 86.6 | 2.3 | - | - | - | - | - | - | |
2024.05 | 85.18 | - | - | 33.33 | - | - | - | - | |
2024.05 | 85.14 | - | - | 10 | - | - | - | - | |
2024.05 | 85.12 | 32.6 | - | - | - | - | - | - | |
2024.05 | 84.34 | - | - | 66.67 | - | - | - | - | |
2024.05 | 83.59 | - | - | 93.75 | - | - | - | - | |
2024.05 | 83.15 | 0 | - | - | - | - | - | - | |
2024.05 | 82.2 | - | - | - | 27.31 | 84.71 | - | - | |
2024.05 | 82.13 | 73.47 | - | - | - | - | - | - | |
2024.05 | 81.95 | - | - | 42 | - | - | - | - | |
2024.05 | 80.22 | 60.42 | - | - | - | - | - | - | |
2024.05 | 78.67 | 0 | - | - | - | - | - | - | |
2024.05 | 78.57 | 0 | - | - | - | - | - | - | |
2024.05 | 78.16 | 22.35 | - | - | - | - | - | - | |
2022.08 | 75.7 | 5 | - | - | - | - | - | - | |
2024.05 | 73.27 | 81.25 | - | - | - | - | - | - | |
2024.05 | 73.14 | 2.08 | - | - | - | - | - | - | |
2024.05 | 70.2 | 66.67 | - | - | - | - | - | - | |
2024.05 | 68.86 | 41.67 | - | - | - | - | - | - | |
2026.03 | 64.3 | - | - | - | - | - | 2.04 | 21.5 | |
2026.03 | 64.3 | - | - | - | - | - | 3.44 | 6.2 | |
2026.03 | 64.3 | - | - | - | - | - | 2.15 | 5.9 | |
2026.03 | 64.3 | - | - | - | - | - | 0.17 | - | |
2024.05 | 54.47 | 56.25 | - | - | - | - | - | - | |
2024.05 | 24.88 | 10.58 | - | - | - | - | - | - |