SciAgentGYM

About SciAgentGYM

SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents 📃 Paper • 🤗 Data & Models • 🔧 Toolkits We present SciAgentGym, the first benchmark environment for evaluating LLM agents' capability in multi-step scientific tool-use. SciAgentGym provides a comprehensive suite of scientific tools across multiple disciplines, enabling rigorous evaluation of how well LLMs can solve complex scientific problems through sequential tool invocation. Overview Complex scientific problems often require multiple steps of computation, each involving specialized domain tools.

Quick Facts

Compatible Skills

These tools work well together with SciAgentGYM for enhanced workflows:

• FigMirror — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
• MCPToolBenchPP — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
• AgentVista — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (53%)
• ToolShield — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (53%)

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Explore other popular agent tool tools:

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• deer-flow ⭐ 76.5k

Popular Python Agent Tools

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Frequently Asked Questions