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Papers Benchmarks Datasets Tasks

AppWorld dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

AppWorld

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

App-based Agentic Task

AppWorld unseen tasks (test)

66.6Pass@1

3

Agent Task and Scenario Completion

AppWorld (dev)

89.5Task Goal Completion

2

Agent Task and Scenario Completion

AppWorld (train)

91.1Task Goal Completion

2

False Success Detection

AppWorld task-disjoint

53.7AUROC (Judge)

1

Page 3 of 3

Popular tasks

Task-goal completion Agentic Task Completion Agent Task Agentic Task Agent Task Completion

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