ToolBench

ToolBench is a benchmark containing approximately 47,000 tools used to evaluate the performance of large language models in tool retrieval tasks.

Papers using ToolBench (6)

When Does Overlap Help? OSU-Mem and a Cell-Conditional Analysis of Trajectory Memory for LLM Agents2026Small Language Models for Efficient Agentic Tool Calling: Outperforming Large Models with Targeted Fine-tuning2025Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation2026CoHyDE: Iterative Co-Training of LLM Rewriter & Dense Encoder for Tool Retrieval2026ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs2026PEToolLLM: Towards Personalized Tool Learning in Large Language Models2025