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Agent Interaction research benchmarks · SOTA2 Research

Agent Interaction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Aggregate FTWP, ScienceWorld, WebShop

Gemma2-9B + MISE

89.74Format Faithfulness Rate

17

Apr 14, 2026

ScienceWorld (test)

LLaMA3-8B + MISE

38.18Success Rate

17

Apr 14, 2026

ScienceWorld (val)

Gemma2-9B + MISE

44.08Success Rate

17

Apr 14, 2026

51.08Success Rate

17

Apr 14, 2026

43.66Success Rate

17

Apr 14, 2026

Llama-3.2-1B-Instruct

100Clean Success (Eager)

4

May 21, 2026

Popular datasets

ScienceWorld FTWP Aggregate AGENT

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