Malicious Agent on CSQA
0.49ASR@3DOMINANT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DOMINANTTopology=Star2025.12 | 0.49 | 0.2711 | |
| DOMINANTTopology=Random2025.12 | 0.46 | 0.3022 | |
| DOMINANTTopology=Tree2025.12 | 0.44 | 0.2978 | |
| PREMTopology=Tree2025.12 | 0.4267 | 0.5956 | |
| PREMTopology=Chain2025.12 | 0.42 | 0.5556 | |
| PREMTopology=Random2025.12 | 0.42 | 0.5644 | |
| TAMTopology=Random2025.12 | 0.42 | 0.5111 | |
| TAMTopology=Star2025.12 | 0.4167 | 0.5956 | |
| DOMINANTTopology=Chain2025.12 | 0.4067 | 0.3289 | |
| PREMTopology=Star2025.12 | 0.3967 | 0.5911 | |
| TAMTopology=Tree2025.12 | 0.3833 | 0.56 | |
| TAMTopology=Chain2025.12 | 0.38 | 0.5644 | |
| No DefenseTopology=Random2025.12 | 0.2833 | — | |
| No DefenseTopology=Star2025.12 | 0.26 | — | |
| No DefenseTopology=Tree2025.12 | 0.2467 | — | |
| No DefenseTopology=Chain2025.12 | 0.2133 | — | |
| BlindGuardTopology=Random2025.12 | 0.2033 | 0.7333 | |
| BlindGuardTopology=Tree2025.12 | 0.1267 | 0.7822 | |
| BlindGuardTopology=Chain2025.12 | 0.1233 | 0.7111 | |
| BlindGuardTopology=Star2025.12 | 0.1233 | 0.7467 | |
| G-SafeguardTopology=Tree2025.12 | 0.0867 | 0.96 | |
| G-SafeguardTopology=Chain2025.12 | 0.0567 | 0.96 | |
| XG-GuardTopology=Tree2025.12 | 0.0433 | 0.9289 | |
| G-SafeguardTopology=Random2025.12 | 0.04 | 0.96 | |
| G-SafeguardTopology=Star2025.12 | 0.0333 | 0.9511 | |
| XG-GuardTopology=Chain2025.12 | 0.0267 | 0.9067 | |
| XG-GuardTopology=Star2025.12 | 0.0067 | 0.96 | |
| XG-GuardTopology=Random2025.12 | 0.0067 | 0.9556 |