CoverageBench: Evaluating Information Coverage across Tasks and Domains

📰 ArXiv cs.AI

CoverageBench evaluates information coverage of ad hoc retrieval algorithms across tasks and domains

advanced Published 23 Mar 2026
Action Steps
  1. Define the scope of relevant information for a given task or domain
  2. Implement CoverageBench to evaluate the information coverage of an ad hoc retrieval algorithm
  3. Analyze the results to identify gaps in information coverage
  4. Refine the retrieval algorithm to improve information coverage
Who Needs to Know This

Researchers and engineers working on retrieval-augmented generation (RAG) systems and information retrieval algorithms can benefit from CoverageBench to improve the effectiveness of their systems

Key Insight

💡 Information coverage is a crucial aspect of retrieval systems, especially in RAG systems

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📚 Introducing CoverageBench: Evaluating information coverage across tasks and domains for ad hoc retrieval algorithms 🤖
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