Prompt Injection Detection on NQ simplified
6Naïve RL ScorePromptArmor
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PromptArmor2026.02 | 6 | 8 | 19 | 24 | 7 | 10 | 2 | 4 | 1 | 3 | |
| RedVisorBackbone=Mistral-7B2026.02 | 89 | 91 | 92 | 94 | 90 | 91 | 74 | 75 | 71 | 71 | |
| PromptLocate2026.02 | 91 | 93 | 94 | 95 | 92 | 93 | 68 | 65 | 62 | 59 | |
| RedVisorBackbone=Qwen-2.5-7B2026.02 | 92 | 94 | 95 | 96 | 92 | 94 | 79 | 80 | 77 | 76 | |
| RedVisorBackbone=Llama-3-8B2026.02 | 93 | 95 | 95 | 97 | 93 | 94 | 80 | 78 | 78 | 75 |