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Papers Benchmarks Datasets Tasks

Agentic Task Performance research benchmarks · SOTA2 Research

Agentic Task Performance

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

τ2-Bench Airline 1.0 (test)

96.4CAP

48

May 13, 2026

τ2-Bench Retail 1.0 (test)

91.4Completion Accuracy (CAP)

48

May 13, 2026

ACEBench Agent (test)

56.7Average Score

16

Jul 8, 2026

52Pass@1 Success Rate

16

Apr 29, 2026

45Pass^1 Rate

16

Apr 29, 2026

Agent Capabilities

90.4Success Rate

15

Mar 12, 2026

AssistantBench (test)

Learning to Share

65.8Easy Accuracy

6

Feb 26, 2026

Agent Task Benchmark 240 documents 1.0 (Evaluation set)

92.3Information Lookup Success Rate

4

May 1, 2026

Popular datasets

τ2-bench ACEBench AssistantBench Agent Capabilities τ-Telehealth

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