Prompt injection detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.98Accuracy
40
May 15, 2026
83.1Source Precision
30
Jun 12, 2026
92.1Source Precision
30
Jun 12, 2026
93F1 Score
15
Feb 26, 2026
87F1 Score
15
Feb 26, 2026
71F1 Score
15
Feb 26, 2026
0ASR (hid)
13
Jun 1, 2026
97.39Recall
13
Apr 15, 2026
87.58Recall
13
Apr 15, 2026
0.29FPR
12
Jun 4, 2026
89Accuracy (Acc)
11
May 11, 2026
80TPR (EIA)
11
Apr 29, 2026
100Detection Rate (TPR/FPR)
8
May 27, 2026
100Detection Rate (TPR/FPR)
8
May 27, 2026
100Detection Rate (TPR/FPR)
8
May 27, 2026
100Detection Rate (TPR/FPR)
8
May 27, 2026
100Detection Rate
8
May 27, 2026
100Detection Rate
8
May 27, 2026
100Detection Rate (TPR/FPR)
8
May 27, 2026
0FPR
7
Feb 26, 2026
0FPR
7
Feb 26, 2026
0FPR
7
Feb 26, 2026
0FPR
7
Feb 26, 2026
0FPR
7
Feb 26, 2026
0FPR
7
Feb 26, 2026