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Comprehensive Guide to AI Agent Benchmarks

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Unlocking the Future of AI with Comprehensive Benchmarks

Explore a groundbreaking compilation of over 50 modern benchmarks organized into four crucial categories:

  • Function Calling & Tool Use
  • General Assistant & Reasoning
  • Coding & Software Engineering
  • Computer Interactions

Key Highlights:

  • BFCL: The ultimate evaluator for function calling capabilities in LLMs, ensuring robust performance in real-world scenarios.
  • ToolBench: A vast toolkit aimed at honing LLM skills across 16,000 real-world RESTful APIs.
  • ComplexFuncBench: Tackles intricate function-calling scenarios to push AI boundaries.
  • LiveBench: Offers dynamic challenges that evolve with new information, ensuring models remain cutting-edge.
  • WebArena: A state-of-the-art platform for assessing autonomous agents in realistic web environments.

Eager to stay ahead in the AI game? Check out the full benchmarks on GitHub and contribute to our growing repository!

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