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Papers Benchmarks Datasets Tasks

Agent-SafetyBench dataset and benchmarks · SOTA2 Research

Research Datasets

Agent-SafetyBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Agentic Oversight

Agent-SafetyBench

84.06Detection Accuracy

42

Misalignment Detection

Agent-SafetyBench n=35 (aligned traces)

31.4Avg. IR

30

Misalignment Detection

Agent-SafetyBench underspecified queries n=148

0.8Error Rate (ER)

30

Agent Safety Evaluation

Agent-SafetyBench aggregated clean and five attack types

26.31UBR

30

Agent Safety Evaluation

Agent-SafetyBench

72.3Agent-SafetyBench Score

8

Safety Evaluation

Agent-SafetyBench

48Availability Rate

4

Popular tasks

Agent Safety Evaluation Misalignment Detection Safety Evaluation Agentic Oversight

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