Prompt Injection Defense
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.11Combined ASR
123
Apr 10, 2026
1.76Attack Success Rate (ASR)
36
Jun 16, 2026
89.5Clean Utility
32
Jun 16, 2026
0ASR
24
May 28, 2026
0ASR
24
May 28, 2026
89.78Utility under Attack (UA)
23
Feb 26, 2026
89.88Utility under Attack
23
Feb 26, 2026
0.904Utility under Attack
23
Feb 26, 2026
92.78Benign Utility
23
Feb 26, 2026
89.99Benign Utility
22
Jun 9, 2026
0.11ASR Naive
18
Feb 26, 2026
0.11Naive ASR
18
Feb 26, 2026
0.11ASR Naive
18
Feb 26, 2026
94.26Accuracy
16
Jun 12, 2026
0Attack Success Rate (ASR)
16
Apr 10, 2026
13.4ASR@3
16
Feb 26, 2026
50ASR @1
16
Feb 26, 2026
3.3ASR@1
16
Feb 26, 2026
0.9Naive ASR
16
Feb 26, 2026
32Attack Success Rate (ASR)
15
May 28, 2026
37Attack Success Rate (ASR)
15
May 28, 2026
0Total ASR
12
Jul 7, 2026
4Attack Success Rate
12
May 26, 2026
1ASR
12
May 26, 2026
0ASR
12
Jun 16, 2026