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Agent Safety Evaluation research benchmarks · SOTA2 Research

Agent Safety Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99Safety

36

Jun 2, 2026

Agent-SafetyBench aggregated clean and five attack types

26.31UBR

30

Apr 16, 2026

AgentHarm Libra

83Score

27

Jun 2, 2026

AgentHarm Benign Requests

79Safety Score

27

Jun 2, 2026

AgentHarm Harmful Requests

59Score

27

Jun 2, 2026

AgentHarm (held-out)

12.5HCR

10

May 13, 2026

AgentDojo held-out

46.8ASR

10

May 13, 2026

Agent-SafetyBench

gpt-4o + GBT-SE

72.3Agent-SafetyBench Score

8

May 13, 2026

0ASR

3

Jun 26, 2026

Prompt-only safety

16.99UAR

2

May 20, 2026

100Benign Rate

2

May 20, 2026

Prompt-only safety

85.7UAR

2

May 20, 2026

100Benign Rate

2

May 20, 2026

100Benign Rate

2

May 20, 2026

Popular datasets

AgentHarm AgentDojo Agent-SafetyBench DocVQA VisualWebArena

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