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Papers Benchmarks Datasets Tasks

Tool-use task completion research benchmarks · SOTA2 Research

Tool-use task completion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SkillCraft Hard

20Success Rate

16

Mar 4, 2026

SkillCraft Overall

0.26Avg Tokens (M)

16

Mar 4, 2026

ACEBench agent subset Multi-Turn

84.4Success Rate

14

Jul 9, 2026

MCP Tool-Use Tasks 208 tasks from 52 tools (evaluation)

89.9Task Success Rate (TSR)

11

Apr 10, 2026

Tau-Bench Airline v2 (test)

Claude Sonnet 4.5

70Pass Rate

11

Apr 6, 2026

Tau2-Bench Telecom subset Solo mode

43.3Success Rate

7

Jul 9, 2026

Popular datasets

SkillCraft Tau-bench tau2-bench ACEBench MCP Tool-Use Tasks

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