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Papers Benchmarks Datasets Tasks

Agentic Task Success research benchmarks · SOTA2 Research

Agentic Task Success

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70.8Financial Success Score

41

Jun 16, 2026

20Success Rate

12

Feb 26, 2026

Dynamic Cheatsheet

38Success Rate

12

Feb 26, 2026

75Success Rate

12

Feb 26, 2026

87.1Success Rate

12

Feb 26, 2026

ScienceWorld full (val)

TREK (DeepSeek-V4)

26.7Success Rate

4

Jul 7, 2026

TREK (DeepSeek-V4)

82.8Success Rate

4

Jul 7, 2026

Popular datasets

AlfWorld MiniHack ScienceWorld MCP-Universe Textworld

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