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Papers Benchmarks Datasets Tasks

LLM Agent Task Completion research benchmarks · SOTA2 Research

LLM Agent Task Completion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AgentDojo No Attack

73.91Benign Utility

22

Mar 12, 2026

τ-Bench Average across Retail and Airline

18.1Success Rate (%)

8

Jun 4, 2026

Popular datasets

AgentDojo τ-Bench

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