Backdoor Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
20.17Mc
20
Feb 26, 2026
26.91Mc
20
Feb 26, 2026
100Attack Success Rate (ASR)
19
May 20, 2026
99ASR
18
Jun 23, 2026
87.59ASR (w/ Trigger)
18
Mar 25, 2026
20ASR
16
Apr 7, 2026
100ASR
16
Apr 7, 2026
51.2CTA
15
Mar 31, 2026
61Attack Success Rate (ASR)
15
Mar 10, 2026
58ASR
15
Mar 10, 2026
59Attack Success Rate (ASR)
15
Mar 10, 2026
62ASR
15
Mar 10, 2026
100ASR-G
15
Feb 26, 2026
100ASR (Generalization)
15
Feb 26, 2026
-8.2CAD
13
Feb 26, 2026
-5.12CAD
13
Feb 26, 2026
12.36CAD
13
Feb 26, 2026
2CAD
13
Feb 26, 2026
-8.83Clean Attack Drop (CAD)
13
Feb 26, 2026
98.35Attack Success Rate (ASR)
12
Mar 18, 2026
10Poison Rate
10
Feb 26, 2026
82.37Accuracy
9
May 20, 2026
75.23ACC
9
May 20, 2026
89.95Accuracy
9
May 20, 2026
94.36Accuracy (ACC)
9
May 20, 2026