Safe Agent Evaluation on SafeAgentBench Kitchen N=210
0HAR (%)Thinker + Diagnostic
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Thinker + DiagnosticReasoning=CoT, Diagnostic=true2026.02 | 0 | 76.8 | 10.1 | 14.4 | — | 10.2 | |
| VIRF-RejectAblation=Reject2026.02 | 0 | 63.4 | 15.9 | 33 | 1.3 | 40.5 | |
| VIRFMode=Full2026.02 | 0 | 77.3 | 12.1 | 20.2 | 1.1 | 25.5 | |
| Impulsive + RulesRules=true2026.02 | 0.9 | 70.5 | 13.3 | 21.4 | — | 15.5 | |
| VIRF-ManualAblation=Manual2026.02 | 1 | 70.4 | 19.5 | 23.7 | 1.1 | 24.9 | |
| Thinker + RulesReasoning=CoT, Rules=true2026.02 | 1.2 | 67 | 12.4 | 22.7 | — | 11 | |
| CommitteeArchitecture=SAFER-like2026.02 | 7.6 | 57.3 | 28.6 | 18.9 | 1.98 | 71.1 | |
| ThinkerReasoning=CoT2026.02 | 9.8 | 59.1 | 35.4 | 14.4 | — | 17.1 | |
| VIRF-RAGAblation=RAG2026.02 | 11 | 57.8 | 31.9 | 15.5 | 1 | 30.4 | |
| ImpulsiveReasoning=Standard2026.02 | 11.9 | 56.8 | 32.7 | 16.5 | — | 15.2 |