benchmark· Hugging Face / Meta

GAIA: General AI Assistants Benchmark

GAIA (General AI Assistants) is a benchmark designed to test AI assistants on real-world tasks that humans can easily solve but remain challenging for AI. It includes 466 carefully curated questions across three difficulty levels, focusing on web browsing, multi-modal reasoning, and tool use.

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Key Highlights

  • 466 hand-crafted evaluation questions
  • Three difficulty levels (L1, L2, L3)
  • Tests web browsing and tool use
  • Multi-modal reasoning challenges
  • Public leaderboard for model comparison

How to Access & Use

  1. 1.Access the GAIA dataset on Hugging Face
  2. 2.Set up your agent with web browsing capabilities
  3. 3.Run evaluations on the validation set
  4. 4.Submit predictions to the leaderboard
  5. 5.Analyze failure cases to improve your agent

Applications for AI Agents

  • Evaluating web-capable AI agents
  • Measuring multi-step reasoning ability
  • Testing tool use and API integration
  • Comparing commercial vs. open-source models
  • Identifying gaps in agent capabilities
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