RAGMark: A Comprehensive Framework for Benchmarking Retrieval-Augmented Generation Systems

arXiv:2609.05760 · cs.PF, cs.AI, cs.AR, cs.IR · Submitted 2026-09-04 · Read on arXiv

cs.PF, cs.AI, cs.AR, cs.IR

Submitted: 2026-09-04

Updated: 2026-09-04

Comments: 18 pages, 9 figures

Code: https://github.com/zferic/RAGMark

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• RAG — 4× in this paper · explained in 3 episodes
• Benchmarking — 2× in this paper · explained in 4 episodes
• Retrieval-Augmented Generation — 2× in this paper
• Modular Components — 1× in this paper · explained in 2 episodes
• Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 16 episodes

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