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Papers Benchmarks Datasets Tasks

Autonomous Agent Task Solving research benchmarks · SOTA2 Research

Autonomous Agent Task Solving

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AgentBoard Science World

58.9Task Completion Rate

3

Jun 8, 2026

AgentBoard WebShop

42.2Task Completeness

3

Jun 8, 2026

AgentBoard Tool-query Weather

75Task Completeness

3

Jun 8, 2026

AgentBoard Tool-query Academic

94.7Task Completeness

3

Jun 8, 2026

AgentBoard PDDL

76.7Task Completion Rate

3

Jun 8, 2026

AgentBoard Jericho

50Task Completeness

3

Jun 8, 2026

AgentBoard Babyai

100Task Completeness

3

Jun 8, 2026

AgentBoard AlfWorld

63.4Task Completion Rate

3

Jun 8, 2026

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