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Agent Security research benchmarks · SOTA2 Research

Agent Security

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

A3S-BENCH Advanced 1.0

19.68RTR@1

11

May 22, 2026

A3S-BENCH Basic 1.0

45.27RTR@1 (%)

11

May 22, 2026

ASB (Agent Security Benchmark)

90No Attack UA

8

Mar 12, 2026

0ASR

5

Jun 9, 2026

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