The Berkeley Function Calling Leaderboard (BFCL): From Tool Use to Agentic Evaluation of Large Language Models

Shishir G. Patil, Huanzhi Mao, Fanjia Yan, Charlie Cheng-Jie Ji, Vishnu Suresh +2 more
2/14/2026

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@article{patil2026berkeley,
  title  = {The Berkeley Function Calling Leaderboard (BFCL): From Tool Use to Agentic Evaluation of Large Language Models},
  author = {Shishir G. Patil and Huanzhi Mao and Fanjia Yan and Charlie Cheng-Jie Ji and Vishnu Suresh and Ion Stoica and Joseph Gonzalez},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:d67976e4cd3ddc541172455c854c2be76d15baae},
  journal = {ICML 2025 2025}
}

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