The qrels in this repo refer to the relevance labels in MS MARCO V2.1 corpus for the queries of the RAVine test set. We collected them from trec-2024-rag and converted them into jsonline formats.

This dataset is associated with the paper RAVine: Reality-Aligned Evaluation for Agentic Search.

Github: https://github.com/SwordFaith/RAVine

Related Datasets on Hugging Face

The RAVine project includes several other datasets available on Hugging Face:

Queries & Nuggets: https://huggingface.co/datasets/sapphirex/RAVine-nuggets
Dense Index: https://huggingface.co/datasets/sapphirex/RAVine-dense-index
URL-Docid Mapper: https://huggingface.co/datasets/sapphirex/RAVine-mapper
Running logs (for reproduction): https://huggingface.co/datasets/sapphirex/RAVine-logs

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Paper for sapphirex/RAVine-qrels

RAVine: Reality-Aligned Evaluation for Agentic Search

Paper • 2507.16725 • Published Jul 22, 2025 • 31