Backdoor Defense on GTSRB 1% poison rate (test)
98Clean Accuracy
No Defense
Updated 4d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.01 | 98 | 79 | - | - | |
2026.01 | 97.7 | 11 | 0.4 | 68 | |
2026.01 | 97.3 | 46.8 | 0.7 | 32.2 | |
2026.01 | 96.8 | 35.8 | 1.3 | 43.2 | |
2026.01 | 96.2 | 25.2 | 1.8 | 53.8 | |
2026.01 | 95.7 | 20.4 | 2.4 | 58.6 | |
2026.01 | 95.7 | 0 | - | - | |
2026.01 | 95.7 | 0 | - | - | |
2026.01 | 95.6 | 0 | - | - | |
2026.01 | 95.2 | 47.8 | 2.8 | 31.3 | |
2026.01 | 93.6 | 2.5 | - | - | |
2026.01 | 93.5 | 26.3 | 4.5 | 52.7 | |
2026.01 | 93.4 | 0 | - | - | |
2026.01 | 93.4 | 3.6 | 4.7 | 75.4 | |
2026.01 | 93 | 0.8 | - | - | |
2026.01 | 93 | 9.9 | - | - | |
2026.01 | 92.9 | 2.2 | - | - | |
2026.01 | 92.7 | 6.7 | - | - | |
2026.01 | 92.7 | 0.8 | - | - | |
2026.01 | 92.2 | 4.8 | - | - | |
2026.01 | 92 | 85 | - | - | |
2026.01 | 91.9 | 6.7 | - | - | |
2026.01 | 91.5 | 77.7 | - | - | |
2026.01 | 91.2 | 28.8 | 6.8 | 50.3 | |
2026.01 | 90.9 | 7.6 | - | - | |
2026.01 | 81.8 | 28.2 | 16.2 | 50.8 | |
2026.01 | 25.1 | 0.1 | 72.9 | 78.9 |