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Papers Benchmarks Datasets Tasks

Agentic Reasoning and Task Execution research benchmarks · SOTA2 Research

Agentic Reasoning and Task Execution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Controlled-domain Long-memory

0.453G (Mean Task-Rubric Score)

2

Jul 8, 2026

Controlled-domain Research

0.314Mean Task Rubric Score (G)

2

Jul 8, 2026

Controlled-domain Planning

Offline AW Controller

0.412Mean Task Rubric Score (G)

2

Jul 8, 2026

Controlled-domain Multi-tool

52.8Mean Task Rubric Score (G)

2

Jul 8, 2026

Controlled-domain Coding

Offline AW Controller

0.812Mean Task Rubric Score (G)

2

Jul 8, 2026

Controlled-domain Knowledge-work

Offline AW Controller

0.464Mean Task Rubric Score (G)

2

Jul 8, 2026

Popular datasets

Controlled-domain

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