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Benchmarks
Prompt Injection Detection on NotInject
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0.29
FPR
LlamaGuard 3
-3.6632
23.0209
49.705
76.3891
Jun 1, 2026
FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
FPR
LlamaGuard 3
2026.06
0.29
CyberGuard (Pro-4-min)
2026.06
0.91
Direct Detector (Pro-4-min)
2026.06
0.91
Gate
threshold=global headline
2026.06
2.65
Direct Detector (Llama-3-8B)
2026.06
9.39
Lakera Guard
2026.06
12.39
ImProGuard / PGuard
2026.06
12.68
GPT-4o
mode=Zero-shot
2026.06
13.27
Direct Detector (Gemma-2-12B-it)
2026.06
41.51
ProtectAI Deberta v2
2026.06
43.36
deepset/deberta-v3-base-injection
2026.06
94.69
Meta Prompt Guard v1
2026.06
99.12
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