Prompt Injection Defense on AgentDojo
77.3Benign Utility
Vanilla
Updated 9d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.11 | 77.3 | - | 51.5 | 46.8 | 50.3 | 48.2 | 69.3 | 62.4 | 46.4 | 72.3 | - | |
2025.11 | 77.3 | - | 53.5 | 45.2 | 55.7 | 48.9 | 50.3 | 54.2 | 47.6 | 68.9 | - | |
2025.11 | 77.3 | 0 | 60.7 | 25.9 | 59.3 | 30.4 | 62.3 | 27.8 | 43.2 | 65.9 | - | |
2025.11 | 77.3 | 0 | 71.6 | 4.3 | 72.3 | 3.9 | 71 | 3.9 | 68.7 | 9.2 | - | |
2026.04 | 68 | - | - | - | - | - | - | - | - | - | 8 | |
2025.11 | 64.9 | - | 45.2 | 49.1 | 46.3 | 50.7 | 58.2 | 64.2 | 38.9 | 73.1 | - | |
2025.11 | 64.9 | - | 47.9 | 47.4 | 49.3 | 49.6 | 47.1 | 55.1 | 40.2 | 69.5 | - | |
2025.11 | 64.9 | 0 | 53.8 | 27.8 | 52.1 | 31.7 | 55.4 | 30.2 | 40.1 | 67.1 | - | |
2025.11 | 64.9 | 0 | 67.3 | 5.1 | 67.8 | 4.7 | 66.4 | 4.9 | 64.3 | 10.4 | - | |
2026.04 | 63 | - | - | - | - | - | - | - | - | - | 7 | |
2026.04 | 52 | - | - | - | - | - | - | - | - | - | 42 | |
2026.04 | 38 | - | - | - | - | - | - | - | - | - | 6 | |
2026.04 | 19 | - | - | - | - | - | - | - | - | - | 0 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | 32 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | 22 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | 6 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | 15 |