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国产数据库跑出AI新能力!OceanBase登顶国际Data Agent榜单

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Merged summary

TL;DR - OceanBase’s Scout Data Agent achieved 90.62% accuracy on the Data Agent Benchmark, ranking first and becoming the first submitted system to exceed 90%. The result highlights how combining an LLM, agentic workflows, and database infrastructure can support complex, real-world data analysis.

  • Scout uses OceanBase with the GLM-5.2 model and reportedly outperformed entries built on GPT and Claude models.
  • Unlike Text-to-SQL tests, DAB evaluates end-to-end data discovery, analysis planning, querying, computation, and answer verification across multiple domains and database types.
  • The system builds data profiles with DataLens, plans execution paths, traces evidence, validates answers, and revises its approach when checks fail.
  • Scout’s capabilities are expected to be incorporated into OceanBase DataPilot, the company’s AI-oriented data analysis product.

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国产数据库跑出AI新能力!OceanBase登顶国际Data Agent榜单

量子位 量子位的朋友们 2026-09-21
Public signals N/A
Providers: Hugging Face · N/A OpenAlex · N/A Publisher · N/A Semantic Scholar · N/A X · N/A Fetched 2026-09-26 14:14:50.424156 UTC

TL;DR - OceanBase’s Scout Data Agent achieved 90.62% accuracy on the Data Agent Benchmark, ranking first and becoming the first submitted system to exceed 90%. The result highlights how combining an LLM, agentic workflows, and database infrastructure can support complex, real-world data analysis.

  • Scout uses OceanBase with the GLM-5.2 model and reportedly outperformed entries built on GPT and Claude models.
  • Unlike Text-to-SQL tests, DAB evaluates end-to-end data discovery, analysis planning, querying, computation, and answer verification across multiple domains and database types.
  • The system builds data profiles with DataLens, plans execution paths, traces evidence, validates answers, and revises its approach when checks fail.
  • Scout’s capabilities are expected to be incorporated into OceanBase DataPilot, the company’s AI-oriented data analysis product.
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