graph-rag
GraphRAG-Bench
GraphRAG-Bench : A Comprehensive Benchmark for Evaluating Graph Retrieval-Augmented Generation Models
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This repository is for the GraphRAG-Bench project, a comprehensive benchmark for evaluating Graph Retrieval-Augmented Generation models.
🎉 News
[2025-05-25] We release GraphRAG-Bench, the benchmark for evaluating GraphRAG… See the full description on the dataset page: https://huggingface.co/datasets/GraphRAG-Bench/GraphRAG-Bench.cvefixes-security-ir-graphrag
CVEfixes Security IR GraphRAG
This is a content-addressed, remotely routable Security IR release of the exact pinned CVEfixes snapshot. It packages the byte-identical original Parquet data together with a searchable corpus, BM25 postings, CUDA-generated vectors, typed graph nodes and edges, bounded adjacency indexes, and a source-CID-to-original-row lookup.
All entries are inert, non-authoritative evidence. Candidate and formal-logic rows cannot grant execution authority; exact… See the full description on the dataset page: https://huggingface.co/datasets/Publicus/cvefixes-security-ir-graphrag.open-us-law-sparse-graphrag
State laws snapshot sparse GraphRAG
CID-keyed retrieval release in the same thin-client layout as
Publicus/skillcenter-ir:
Zstandard Parquet shards of at most 4,096 rows
entry_cid as the canonical content identity; document_index is a compact pointer
compact BM25 term-range, vector-centroid, corpus, and adjacency routing indexes
thenlper/gte-small 384-d L2 vectors, cosine-sorted inside centroid shards
queries fetch the manifest, routing indexes, and only the routed shards
This… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/open-us-law-sparse-graphrag.patent-legal-ir-graphrag
Patent Legal IR GraphRAG
Single-dataset retrieval release at
justicedao/patent-legal-ir-graphrag.
Layout matches Publicus IR GraphRAG releases
(Publicus/cvefixes-security-ir-graphrag, Publicus/skillcenter-ir):
Family
Path
Notes
Corpus
data/corpus/*.parquet
dense document_index, CID keys
BM25 documents
data/bm25/documents/*.parquet
lengths + entry CID
BM25 postings
data/bm25/postings/*.parquet
sorted terms, FTS5 IDF, sparse lists
Vectors
data/vectors/*.parquet… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/patent-legal-ir-graphrag.GraphRAG
Local GraphRAG Research Artifacts
This repository contains the data and output artifacts produced for my master's
thesis research on knowledge graph construction in local GraphRAG systems. It
is an evidence package for the study, rather than the code used to run the
experiment.
The collection includes the study corpus, model extraction outputs, final
knowledge graphs, retrieved evidence, generated answers, and evaluation results.
Together, these files make it possible to inspect… See the full description on the dataset page: https://huggingface.co/datasets/boblaros/GraphRAG.GraphRAG-BenchThis is the official dataset for GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation.
It contains 5 question types spanning 16 disciplines and a corpus of 7 million words from 20 computer science textbooks.
license
This dataset can only be used for academic research and cannot be used for any commercial purposes. It is prohibited to distribute or modify the content of the dataset. Any legal consequences resulting from violating… See the full description on the dataset page: https://huggingface.co/datasets/Awesome-GraphRAG/GraphRAG-Bench.