Malicious Advice Defense on PoisonRAG
6.1ASR@3
INFA-GUARD
Updated 4d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2026.01 | 6.1 | 96.7 | - | - | - | - | |
2026.01 | 6.1 | 96.7 | 6.1 | 6.1 | 96.7 | 96.7 | |
2026.01 | 8.7 | 91.7 | - | - | - | - | |
2026.01 | 8.7 | 91.7 | 9 | 9.7 | 91.7 | 91.7 | |
2026.01 | 13.3 | 88.3 | 12.3 | 13 | 88.3 | 90 | |
2026.01 | 18 | 83.3 | 17.3 | 18 | 85 | 83.3 | |
2026.01 | 24.3 | 78.3 | 13.3 | 20.3 | 91.7 | 85 | |
2026.01 | 25.3 | 75 | 13.3 | 21.7 | 88.3 | 80 | |
2026.01 | 25.5 | 78.7 | 24.3 | 24.7 | 78.7 | 76.7 | |
2026.01 | 27 | 75 | 15.3 | 23.7 | 88.3 | 80 | |
2026.01 | 28 | 71.7 | 17 | 24.7 | 86.7 | 76.7 | |
2026.01 | 34 | 70 | 24.7 | 30.3 | 80 | 71.7 | |
2026.01 | 38.3 | 63.3 | 27.3 | 33.3 | 75 | 68.3 | |
2026.01 | 44 | 53.3 | 22.7 | 34 | 78.3 | 71.7 | |
2026.01 | 44 | 51.7 | 23.3 | 33.7 | 80 | 68.3 | |
2026.01 | 46 | 58.3 | 23.3 | 36 | 83.3 | 66.6 | |
2026.01 | 47.7 | 55 | 24.7 | 38 | 76.7 | 66.7 | |
2026.01 | 54.3 | 45 | 23.3 | 39.7 | 78.3 | 65 |