Agent-SafetyBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Agentic Oversight | Agent-SafetyBench | Detection Accuracy84.06 | 42 | |
| Misalignment Detection | Agent-SafetyBench n=35 (aligned traces) | Avg. IR31.4 | 30 | |
| Misalignment Detection | Agent-SafetyBench underspecified queries n=148 | Error Rate (ER)0.8 | 30 | |
| Agent Safety Evaluation | Agent-SafetyBench aggregated clean and five attack types | UBR26.31 | 30 | |
| Agent Safety Evaluation | Agent-SafetyBench | Agent-SafetyBench Score72.3 | 8 | |
| Safety Evaluation | Agent-SafetyBench | Availability Rate48 | 4 |
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