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Papers Benchmarks Datasets Tasks

ToolEmu dataset and benchmarks · SOTA2 Research

Research Datasets

ToolEmu

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Agent Behavioral Safety and Helpfulness Evaluation

ToolEmu

97.9Safety Rate

42

Agent Safety Evaluation

ToolEmu

99Safety

36

Policy-refinement

ToolEmu

33.1IOR

16

Graph-based Agent Memory Poisoning

ToolEmu

97Utilization (Util.)

5

Propagation Detection

ToolEmu filtered 79-case injection-like

62.3Precision

2

Popular tasks

Agent Safety Evaluation Propagation Detection Graph-based Agent Memory Poisoning Agent Behavioral Safety and Helpfulness Evaluation Policy-refinement

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