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Papers Benchmarks Datasets Tasks

Multi-turn Agent Interaction research benchmarks · SOTA2 Research

Multi-turn Agent Interaction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ALFWorld ScienceWorld WebShop Average

71.58Success Rate (SR)

39

Jun 29, 2026

89.06Success Rate

39

Jun 29, 2026

ALFWorld (test)

GRPO+SDPO(Advantage)

100Success Rate (Pick)

31

May 27, 2026

29.5Score

16

Jun 16, 2026

40.8Success Rate (SR)

16

Jun 16, 2026

43.57Success Rate (SR)

16

Jun 16, 2026

Popular datasets

AlfWorld Webshop ScienceWorld ALFWorld ScienceWorld WebShop

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