beir

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    "@id": "https://agentsignals.ai/agents/beir",
    "name": "beir",
    "description": "BEIR is an easy-to-use heterogeneous information retrieval benchmark platform designed to help researchers and developers quickly evaluate and compare different information retrieval models across multiple datasets. It supports over 15 different datasets, covering various types of text data, thus providing a comprehensive evaluation environment for models. Through this platform, users can easily test the performance of models and select the most suitable one based on specific needs.",
    "url": "https://agentsignals.ai/agents/beir",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/beir-cellar/beir",
    "installUrl": "https://github.com/beir-cellar/beir",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Supports 15+ different IR datasets",
      "Easy to use and integrate",
      "Comprehensive evaluation metrics"
    ],
    "datePublished": "2025-12-05T17:15:01.751847+00:00",
    "dateModified": "2025-12-19T05:09:48.361912+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
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    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is beir?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "A heterogeneous benchmarking tool for information retrieval that supports evaluating models on over 15 diverse IR datasets."
        }
      },
      {
        "@type": "Question",
        "name": "What features does beir offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Supports 15+ different IR datasets, Easy to use and integrate, Comprehensive evaluation metrics"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for beir?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Academic Research, Model Evaluation, Information Retrieval System Development"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of beir?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "广泛的数据集支持, 易于集成和使用, 适合快速评估模型性能"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of beir?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "可能需要一定的编程基础, 数据集更新可能不频繁"
        }
      }
    ]
  }
]