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validation 's Collections
RAG Validation, Grounding and Data Quality
AI Validation Methods, Benchmarks and Testing
Agent Validation, Tool Use and Autonomous Systems
AI Model Validation, Robustness and Reliability
AI Validation — Models, Agents & Reliability

RAG Validation, Grounding and Data Quality

updated 5 days ago

Curated resources for validating RAG systems, retrieval quality, grounding, faithfulness, hallucinations and data reliability.

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  • validation/ai-validation-checklists

    Viewer • Updated 5 days ago • 60 • 53

  • AmazonScience/GaRAGe

    Viewer • Updated Jun 10, 2025 • 2.37k • 153 • 1

  • rogue-security/grounding-benchmark

    Viewer • Updated Jul 28 • 2.5k • 18

  • Salesforce/FaithEval-counterfactual-v1.0

    Viewer • Updated Feb 1, 2025 • 1k • 1.05k • 6

  • RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation

    Paper • 2408.08067 • Published Aug 15, 2024 • 2

  • GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation

    Paper • 2506.07671 • Published Jun 9, 2025 • 1

  • FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

    Paper • 2410.03727 • Published Sep 30, 2024 • 2
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