Backdoor Defense (BadNet/Blended/SSBA) on CIFAR-10 (test)
93.22Clean Accuracy
No-defense
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2024.12 | 93.22 | - | - | - | - | - | - | 83.89 | |
2024.12 | 93.2 | - | - | - | - | - | - | 93.77 | |
2024.12 | 93.17 | - | - | - | - | - | - | 87.12 | |
2024.12 | 93.11 | - | - | - | - | - | - | 99.44 | |
2024.12 | 93.07 | - | - | - | - | - | - | 98.54 | |
2024.12 | 92.62 | - | - | - | - | - | - | 97.89 | |
2024.12 | 92.52 | - | - | - | - | - | - | 94.3 | |
2024.12 | 92.51 | - | - | - | - | - | - | 90.39 | |
2024.12 | 92.35 | - | - | - | - | - | - | 95.47 | |
2024.12 | 92.23 | - | - | - | - | - | - | 76.95 | |
2024.12 | 91.68 | - | - | - | - | - | - | 88.6 | |
2024.12 | 91.47 | - | - | - | - | - | - | 80.48 | |
2024.12 | 89.81 | - | - | - | - | - | - | 23.99 | |
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 | |
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 | |
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 | |
2025.05 | 84.26 | - | - | - | - | - | - | 1.26 | |
2025.05 | 80.84 | - | - | - | - | - | - | 91.85 | |
2025.05 | 75.26 | - | - | - | - | - | - | 92.36 | |
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 | - | |
2024.10 | - | 0.9432 | 0.8711 | 0.9449 | 0.0082 | 0.9437 | 0.4821 | - | |
2024.10 | - | 0.9264 | 0.0689 | 0.9264 | 0.0367 | 0.9318 | 0.0281 | - | |
2024.10 | - | 0.9388 | 0.9567 | 0.9392 | 0.9991 | 0.9414 | 0.5804 | - | |
2024.10 | - | 0.9345 | 0.028 | - | - | 0.9268 | 0.0377 | - | |
2024.10 | - | 0.9364 | 0.4172 | - | - | 0.9257 | 0.5551 | - | |
2024.10 | - | 0.9447 | 0.0148 | 0.9409 | 0 | 0.942 | 0.0013 | - | |
2024.10 | - | 0.9353 | 0.9007 | 0.939 | 0.999 | 0.9386 | 0.8023 | - | |
2024.10 | - | 0.9289 | 0.0144 | 0.9282 | 0.0106 | 0.929 | 0.0152 | - | |
2024.10 | - | 0.9233 | 0.9998 | 0.925 | 0.9521 | 0.9192 | 0.3684 | - | |
2024.10 | - | 0.9252 | 0.0291 | 0.926 | 0.001 | 0.9271 | 0.0191 | - | |
2024.10 | - | 0.9261 | 0.0174 | 0.9291 | 0.0047 | 0.9191 | 0.0345 | - |