ScienceWorld

ScienceWorld is a text-based embodied planning benchmark used to evaluate the performance of large language models in generating action plans and understanding causal relationships in partially observable environments.

Papers using ScienceWorld (2)

MemCompiler: Compile, Don't Inject -- State-Conditioned Memory for Embodied Agents2026Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning2025