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Papers Benchmarks Datasets Tasks

Tool-Use Agent Evaluation research benchmarks · SOTA2 Research

Tool-Use Agent Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BFCL Multiturn (OOD) v3 (test)

48Base Rate

18

Mar 4, 2026

τ²-BENCH airline full 50-task pool

78Pass@4 Success Rate

12

Jun 30, 2026

τ-bench airline

76Pass@1

12

Jun 19, 2026

τ-bench retail (test)

57.5Pass@4 Success Rate

6

Jun 30, 2026

τ-bench retail

44.173Pass@1 Success Rate

6

Apr 29, 2026

τ-bench retail domain (All 115 tasks)

43.9Pass@1

4

Mar 17, 2026

τ-bench retail domain (Last 105 tasks)

42.5Pass@1

4

Mar 17, 2026

τ-bench retail domain (First 10 tasks)

57.5Pass@1 Success Rate

4

Mar 17, 2026

τ-bench airline (test)

37.6Pass@1 Success Rate

3

Apr 29, 2026

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