Prompt Injection Defense
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
67Utility
12
Apr 2, 2026
96.5ASR (Amazon)
10
Apr 15, 2026
0ASR
10
Mar 17, 2026
90Utility (No Attack)
9
Apr 28, 2026
100BU
9
Apr 28, 2026
89.79BU (No Attack)
9
Apr 28, 2026
1ASR
9
Apr 10, 2026
74Utility Accuracy
8
Mar 16, 2026
84Benign Utility
8
Feb 26, 2026
46.5UIAinject
7
Feb 26, 2026
64.1UIAinject
7
Feb 26, 2026
6ASR
6
May 19, 2026
18.3ASR
6
May 19, 2026
43.1UIAinject
6
Feb 26, 2026
37.11CU
6
Feb 26, 2026
61.9CU
6
Feb 26, 2026
62.5CU
6
Feb 26, 2026
0.375CU
6
Feb 26, 2026
20CU
6
Feb 26, 2026
1SQuAD v2 ASR
5
May 15, 2026
88.1Accuracy
4
Jun 1, 2026
94.4Accuracy
4
Jun 1, 2026
0.001ASR
4
Feb 26, 2026
0.1ASR
4
Feb 26, 2026
0.3ASR
4
Feb 26, 2026