Backdoor Defense
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0ASR
333
Jun 15, 2026
87.48Accuracy
267
Jul 8, 2026
0ASR
138
Jun 15, 2026
99.49CA
118
Jun 23, 2026
94.25Overall Accuracy
108
Jul 8, 2026
2.03Attack Success Rate
105
Mar 18, 2026
94.31Clean Accuracy
94
Jun 19, 2026
6,010Attack Success Rate
83
Jun 16, 2026
93.24Accuracy
76
Apr 13, 2026
91.71CACC
65
Mar 18, 2026
99.9Clean Accuracy
64
Apr 14, 2026
0.31ASR
63
Feb 26, 2026
94.32Clean Accuracy (CA)
54
Feb 26, 2026
100Accuracy
47
Feb 26, 2026
91.8Clean Accuracy
44
Apr 14, 2026
100ASR
40
Feb 26, 2026
0Attack Success Rate (ASR)
36
May 19, 2026
0ASR
36
May 19, 2026
0ASR
36
May 19, 2026
0ASR
36
May 19, 2026
94.6Clean Accuracy
34
Feb 26, 2026
0.73ASR
30
May 14, 2026
93.5Utility Accuracy
28
Apr 28, 2026
98.68C-Acc
28
Feb 26, 2026
99.9Clean Accuracy
28
Feb 26, 2026