Backdoor Defense (BadNet/Blended/SSBA) on CIFAR-10 (test)
94.31Clean Accuracy
No defense
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.06 | 94.31 | - | - | - | - | - | - | 97.49 | |
2026.06 | 93.99 | - | - | - | - | - | - | 6.77 | |
2026.06 | 93.78 | - | - | - | - | - | - | 0.85 | |
2026.06 | 93.74 | - | - | - | - | - | - | 97.47 | |
2026.06 | 93.51 | - | - | - | - | - | - | 0.52 | |
2026.06 | 93.44 | - | - | - | - | - | - | 9.22 | |
2026.06 | 93.43 | - | - | - | - | - | - | 31.37 | |
2026.06 | 93.39 | - | - | - | - | - | - | 0.33 | |
2026.06 | 93.32 | - | - | - | - | - | - | 0.5 | |
2026.06 | 93.32 | - | - | - | - | - | - | 0.5 | |
2026.06 | 93.3 | - | - | - | - | - | - | 0.97 | |
2024.12 | 93.22 | - | - | - | - | - | - | 83.89 | |
2024.12 | 93.2 | - | - | - | - | - | - | 93.77 | |
2026.06 | 93.19 | - | - | - | - | - | - | 23.9 | |
2026.06 | 93.18 | - | - | - | - | - | - | 0.6 | |
2024.12 | 93.17 | - | - | - | - | - | - | 87.12 | |
2024.12 | 93.11 | - | - | - | - | - | - | 99.44 | |
2024.12 | 93.07 | - | - | - | - | - | - | 98.54 | |
2026.06 | 92.84 | - | - | - | - | - | - | 0.65 | |
2026.06 | 92.73 | - | - | - | - | - | - | 97.52 | |
2024.12 | 92.62 | - | - | - | - | - | - | 97.89 | |
2024.12 | 92.52 | - | - | - | - | - | - | 94.3 | |
2024.12 | 92.51 | - | - | - | - | - | - | 90.39 | |
2026.06 | 92.48 | - | - | - | - | - | - | 0.71 | |
2024.12 | 92.35 | - | - | - | - | - | - | 95.47 | |
2024.12 | 92.23 | - | - | - | - | - | - | 76.95 | |
2026.06 | 92.23 | - | - | - | - | - | - | 25.61 | |
2024.12 | 91.68 | - | - | - | - | - | - | 88.6 | |
2026.06 | 91.52 | - | - | - | - | - | - | 0.43 | |
2024.12 | 91.47 | - | - | - | - | - | - | 80.48 | |
2026.06 | 91.4 | - | - | - | - | - | - | 1.74 | |
2026.06 | 90.23 | - | - | - | - | - | - | 98.24 | |
2024.12 | 89.81 | - | - | - | - | - | - | 23.99 | |
2026.06 | 89.79 | - | - | - | - | - | - | 1.19 | |
2024.12 | 89.63 | - | - | - | - | - | - | 4.63 | |
2024.12 | 89.26 | - | - | - | - | - | - | 2.41 | |
2024.12 | 89.1 | - | - | - | - | - | - | 2.61 | |
2024.12 | 89.04 | - | - | - | - | - | - | 1.53 | |
2024.12 | 88.97 | - | - | - | - | - | - | 2.44 | |
2024.12 | 88.94 | - | - | - | - | - | - | 24.75 | |
2024.12 | 88.9 | - | - | - | - | - | - | 2 | |
2026.06 | 88.83 | - | - | - | - | - | - | 0.14 | |
2024.12 | 88.79 | - | - | - | - | - | - | 28.19 | |
2024.12 | 88.73 | - | - | - | - | - | - | 5.21 | |
2024.12 | 88.7 | - | - | - | - | - | - | 9.4 | |
2024.12 | 88.67 | - | - | - | - | - | - | 29.1 | |
2024.12 | 88.65 | - | - | - | - | - | - | 8.73 | |
2024.12 | 88.51 | - | - | - | - | - | - | 3.03 | |
2024.12 | 88.49 | - | - | - | - | - | - | 2.02 | |
2026.06 | 88.34 | - | - | - | - | - | - | 1.79 | |
2024.12 | 88.23 | - | - | - | - | - | - | 2.13 | |
2024.12 | 87.4 | - | - | - | - | - | - | 0.65 | |
2024.12 | 87.29 | - | - | - | - | - | - | 17.14 | |
2024.12 | 87.25 | - | - | - | - | - | - | 10.32 | |
2024.12 | 87.01 | - | - | - | - | - | - | 13.12 | |
2024.12 | 87 | - | - | - | - | - | - | 6.18 | |
2024.12 | 86.47 | - | - | - | - | - | - | 0.82 | |
2025.05 | 86.36 | - | - | - | - | - | - | 92.47 | |
2024.12 | 86.27 | - | - | - | - | - | - | 4.02 | |
2024.12 | 86.11 | - | - | - | - | - | - | 1.83 | |
2026.04 | 85 | - | - | - | - | - | - | 5 | |
2026.06 | 84.7 | - | - | - | - | - | - | 97.33 | |
2025.05 | 84.26 | - | - | - | - | - | - | 1.26 | |
2026.04 | 84 | - | - | - | - | - | - | 3 | |
2026.04 | 83 | - | - | - | - | - | - | 6 | |
2025.05 | 80.84 | - | - | - | - | - | - | 91.85 | |
2026.04 | 80 | - | - | - | - | - | - | 92 | |
2026.04 | 79 | - | - | - | - | - | - | 89 | |
2026.04 | 79 | - | - | - | - | - | - | 73 | |
2025.09 | 78.74 | - | - | - | - | - | - | 3.84 | |
2025.09 | 78.56 | - | - | - | - | - | - | 3.1 | |
2025.09 | 78.24 | - | - | - | - | - | - | 3.33 | |
2025.09 | 78.21 | - | - | - | - | - | - | 3.18 | |
2025.09 | 78.05 | - | - | - | - | - | - | 3.3 | |
2025.09 | 77.79 | - | - | - | - | - | - | 3.2 | |
2025.09 | 77.62 | - | - | - | - | - | - | 3.93 | |
2025.09 | 77.37 | - | - | - | - | - | - | 3.77 | |
2026.04 | 77 | - | - | - | - | - | - | 95 | |
2026.04 | 77 | - | - | - | - | - | - | 68 | |
2026.04 | 77 | - | - | - | - | - | - | 66 | |
2026.04 | 76 | - | - | - | - | - | - | 65 | |
2025.05 | 75.26 | - | - | - | - | - | - | 92.36 | |
2025.09 | 74.8 | - | - | - | - | - | - | 21.69 | |
2025.09 | 74.52 | - | - | - | - | - | - | 3.96 | |
2025.09 | 74.37 | - | - | - | - | - | - | 4.04 | |
2026.04 | 74 | - | - | - | - | - | - | 77 | |
2026.04 | 74 | - | - | - | - | - | - | 67 | |
2026.04 | 74 | - | - | - | - | - | - | 67 | |
2025.09 | 72.5 | - | - | - | - | - | - | 3.61 | |
2026.04 | 72 | - | - | - | - | - | - | 70 | |
2026.04 | 72 | - | - | - | - | - | - | 78 | |
2026.04 | 72 | - | - | - | - | - | - | 33 | |
2026.04 | 66 | - | - | - | - | - | - | 28 | |
2026.04 | 65 | - | - | - | - | - | - | 35 | |
2024.10 | - | 0.9477 | 1 | 0.949 | 0.9912 | 0.9494 | 0.7998 | - | |
2024.10 | - | 0.9507 | 0.0057 | 0.9507 | 0.009 | 0.9507 | 0.0061 | - | |
2024.10 | - | 0.9463 | 0.015 | 0.949 | 0.0277 | 0.9447 | 0.0098 | - | |
2024.10 | - | 0.9436 | 0.0054 | 0.9322 | 0.0052 | 0.9416 | 0.0095 | - | |
2024.10 | - | 0.9336 | 0.0068 | 0.9336 | 0.0051 | 0.9286 | 0.008 | - | |
2024.10 | - | 0.9341 | 0.006 | 0.9384 | 0.0029 | 0.9461 | 0.0113 | - |
Showing 100 of 111 rows