Prompt Injection Attack
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0ASR @ 1 Attempt
32
Mar 16, 2026
2.88ASR
28
Apr 10, 2026
0ASR
27
Apr 10, 2026
64ASR@1
21
May 26, 2026
0.12ASR
14
Feb 26, 2026
7.07Navigation Error
12
Feb 26, 2026
0Attack Success Rate (ASR)
11
May 1, 2026
86ASR
11
May 1, 2026
98Attack Success Rate (ASR)
9
May 1, 2026
14.4Baseline ASR
9
Feb 26, 2026
80Attack Success Rate (ASR)
8
Jun 12, 2026
15ASR
7
Feb 26, 2026
56ASR
7
Feb 26, 2026
92ASR
6
May 1, 2026
0Training Queries
6
Mar 16, 2026
0NE
6
Feb 26, 2026
10.32Attack Success Rate (ASR)
4
May 12, 2026
100ASR
4
May 1, 2026
100ASR
4
May 1, 2026
80Attack Success Rate (ASR)
4
May 1, 2026
64.8ASR
2
Feb 26, 2026
58.3ASR
2
Feb 26, 2026
54.2ASR
2
Feb 26, 2026
88.3ASR
2
Feb 26, 2026