Paper & Code

Understanding Multi-Agent LLM Frameworks: A Unified Benchmark and Experimental Analysis

Citation

@article{orogat2026mafbench,
  title={Understanding Multi-Agent LLM Frameworks: A Unified Benchmark and Experimental Analysis},
  author={Orogat, Abdelghny and Rostam, Ana and Mansour, Essam},
  journal={arXiv preprint},
  year={2026}
}

Code Repository

MAFBench on GitHub

Open source benchmark and evaluation suite

git clone https://github.com/CoDS-GCS/MAFBench.git
View on GitHub