RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
In this reference
A comparative evaluation of RAG and GraphRAG for question answering and summarization, examining where graph structure helps and what trade-offs it adds.
Cite the original work
Haoyu Han & Li Ma & Yu Wang & Harry Shomer & Yongjia Lei & Zhisheng Qi & Kai Guo & Zhigang Hua & Bo Long & Hui Liu & Charu C. Aggarwal & Jiliang Tang (17 February 2025). RAG vs. GraphRAG: A Systematic Evaluation and Key Insights [Research paper]. arXiv. https://arxiv.org/abs/2502.11371
View BibTeX
@misc{rag_vs_graphrag,
author = {Haoyu Han and Li Ma and Yu Wang and Harry Shomer and Yongjia Lei and Zhisheng Qi and Kai Guo and Zhigang Hua and Bo Long and Hui Liu and Charu C. Aggarwal and Jiliang Tang},
title = {{RAG vs. GraphRAG: A Systematic Evaluation and Key Insights}},
howpublished = {arXiv},
url = {https://arxiv.org/abs/2502.11371},
year = {2025}
}
