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AgentGym dataset and benchmarks · SOTA2 Research

Research Datasets

AgentGym

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

One-step next-observation prediction

AgentGym Unweighted Average (test)

85Token F1

16

Agentic Reasoning and Interaction

AgentGym

88ALF Success Rate

11

Interactive decision-making

AgentGym WebShop, ALFWorld, BabyAI (test)

78.8WebShop Success Rate

8

Language Agent Task

AgentGym All (test)

69.3Success Rate

5

Language Agent Task

AgentGym ALFWorld (test)

36Success Rate

5

Language Agent Task

AgentGym SciWorld (test)

91.2Success Rate

5

Popular tasks

Language Agent Task Agentic Reasoning and Interaction Interactive Decision-making One-step next-observation prediction

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