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Backdoor Defense on CIFAR-10

6,010Attack Success Rate

Zero-shot

-239.68241,382.83133,005.3454,627.8587Feb 13, 2022Oct 13, 2022Jun 12, 2023Feb 10, 2024Oct 9, 2024Jun 8, 2025Feb 6, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.01
6,010-86.7-
2026.01
1,560-92.2-
2026.01
130-92.3-
2026.02
100-95-
2026.02
100-88.60.022
2022.02
99.8694.62--
2024.05
99.7993.15--
2024.05
99.4193.37--
2022.02
99.3491.08--
2022.02
99.0894.34--
2022.02
98.8560.22--
2026.02
98.8-76.30.034
2022.02
96.7194.39--
2024.05
91.9693.33--
2024.05
91.8693.6--
2024.05
91.293.06--
2024.05
90.6292.96--
2025.12
90.569891.73-
2024.05
89.0593.67--
2024.05
89.0193.57--
2022.02
88.2883.85--
2022.02
88.180.75--
2024.05
87.8192.93--
2022.02
87.6291.02--
2022.02
87.6291.02--
2022.02
87.5486.27--
2022.02
87.2239.19--
2022.02
87.2239.19--
2022.02
86.3386.28--
2024.05
84.6894.45--
2024.05
83.8794.32--
2022.02
72.7685.2--
2022.02
72.3286.46--
2022.02
71.8890.78--
2022.02
71.8890.78--
2022.02
68.4586.38--
2022.02
66.6785.69--
2022.02
63.5853.4--
2022.02
63.5853.4--
2022.02
61.1178.25--
2026.02
49.5-69.90.386
2022.02
43.2380.31--
2022.02
37.4981.83--
2022.02
34.2186.94--
2022.02
34.2186.94--
2022.02
31.4981.83--
2026.01
20-86.7-
2024.05
18.0392.65--
2024.05
13.1291.26--
2026.02
8.3-86.30.736
2024.05
7.7893.25--
2026.02
7.2-88.20.821
2022.02
4.4478.67--
2022.02
4.3887.91--
2024.05
3.7293.19--
2024.05
3.7291.36--
2022.02
2.6890.79--
2024.05
2.4990.94--
2026.02
2.4-86.50.911
2026.02
2.4-84.70.897
2022.02
2.2488.46--
2024.05
2.0590.16--
2024.05
1.9792.06--
2024.05
1.7291.3--
2022.02
1.792.72--
2022.02
1.5888.24--
2024.05
1.5893.9--
2022.02
1.4288.26--
2024.05
1.3893.23--
2022.02
1.2991.44--
2024.05
1.2192.61--
2022.02
1.289.87--
2022.02
1.1788.81--
2024.05
1.1392.31--
2024.05
1.1192.29--
2022.02
1.0893.79--
2022.02
0.9394.21--
2022.02
0.6992.24--