Malicious Advice Defense on PoisonRAG
5ASR
PropGuard
Updated 15d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.05 | 5 | - | - | - | - | - | - | 95 | |
2026.05 | 5.7 | - | - | - | - | - | - | 96.7 | |
2026.05 | 6.7 | - | - | - | - | - | - | 93.3 | |
2026.05 | 7.3 | - | - | - | - | - | - | 93.3 | |
2026.05 | 7.7 | - | - | - | - | - | - | 93.3 | |
2026.05 | 8 | - | - | - | - | - | - | 91.7 | |
2026.05 | 10.3 | - | - | - | - | - | - | 88.3 | |
2026.05 | 11.3 | - | - | - | - | - | - | 88.3 | |
2026.05 | 12.3 | - | - | - | - | - | - | 86.7 | |
2026.05 | 13.3 | - | - | - | - | - | - | 86.7 | |
2026.05 | 13.3 | - | - | - | - | - | - | 88.3 | |
2026.05 | 14 | - | - | - | - | - | - | 86.7 | |
2026.05 | 15.7 | - | - | - | - | - | - | 85 | |
2026.05 | 17.7 | - | - | - | - | - | - | 81.7 | |
2026.05 | 18 | - | - | - | - | - | - | 81.7 | |
2026.05 | 18.3 | - | - | - | - | - | - | 80 | |
2026.05 | 25 | - | - | - | - | - | - | 75 | |
2026.05 | 27 | - | - | - | - | - | - | 75 | |
2026.05 | 27 | - | - | - | - | - | - | 75 | |
2026.05 | 28 | - | - | - | - | - | - | 71.7 | |
2026.05 | 29.3 | - | - | - | - | - | - | 75 | |
2026.05 | 29.5 | - | - | - | - | - | - | 75 | |
2026.05 | 29.7 | - | - | - | - | - | - | 73.3 | |
2026.05 | 30 | - | - | - | - | - | - | 70 | |
2026.05 | 31.3 | - | - | - | - | - | - | 68.3 | |
2026.05 | 31.7 | - | - | - | - | - | - | 68.3 | |
2026.05 | 32.7 | - | - | - | - | - | - | 71.7 | |
2026.05 | 34 | - | - | - | - | - | - | 66.7 | |
2026.05 | 34.3 | - | - | - | - | - | - | 65 | |
2026.05 | 35 | - | - | - | - | - | - | 70 | |
2026.05 | 35 | - | - | - | - | - | - | 68.3 | |
2026.05 | 36 | - | - | - | - | - | - | 65 | |
2026.05 | 36.3 | - | - | - | - | - | - | 65 | |
2026.05 | 43 | - | - | - | - | - | - | 60 | |
2026.05 | 43.7 | - | - | - | - | - | - | 55 | |
2026.05 | 45.7 | - | - | - | - | - | - | 53.3 | |
2026.01 | - | 6.1 | 96.7 | - | - | - | - | - | |
2026.01 | - | 8.7 | 91.7 | - | - | - | - | - | |
2026.01 | - | 38.3 | 63.3 | 27.3 | 33.3 | 75 | 68.3 | - | |
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 | - | 27 | 75 | 15.3 | 23.7 | 88.3 | 80 | - | |
2026.01 | - | 25.3 | 75 | 13.3 | 21.7 | 88.3 | 80 | - | |
2026.01 | - | 28 | 71.7 | 17 | 24.7 | 86.7 | 76.7 | - | |
2026.01 | - | 25.5 | 78.7 | 24.3 | 24.7 | 78.7 | 76.7 | - | |
2026.01 | - | 6.1 | 96.7 | 6.1 | 6.1 | 96.7 | 96.7 | - | |
2026.01 | - | 44 | 53.3 | 22.7 | 34 | 78.3 | 71.7 | - | |
2026.01 | - | 13.3 | 88.3 | 12.3 | 13 | 88.3 | 90 | - | |
2026.01 | - | 47.7 | 55 | 24.7 | 38 | 76.7 | 66.7 | - | |
2026.01 | - | 46 | 58.3 | 23.3 | 36 | 83.3 | 66.6 | - | |
2026.01 | - | 44 | 51.7 | 23.3 | 33.7 | 80 | 68.3 | - | |
2026.01 | - | 54.3 | 45 | 23.3 | 39.7 | 78.3 | 65 | - | |
2026.01 | - | 34 | 70 | 24.7 | 30.3 | 80 | 71.7 | - | |
2026.01 | - | 8.7 | 91.7 | 9 | 9.7 | 91.7 | 91.7 | - |