Quantum benchmark suite for IBM's backend based on SupermarQ

Name: Chalothorn Yooyuen

Organization : King Mongkut's University of Technology Thonburi. Department of Computer Engineering

Email : chalothorn.yn@mail.kmutt.ac.th

Name: Ruchipas Bavontaweepanya

Organization : Thammasat University. Division of Physics

Email : ruchipas@tu.ac.th

Name: Prapong Prechaprapranwong

Organization : King Mongkut's University of Technology Thonburi. Department of Computer Engineering

Email : prapong.pre@kmutt.ac.th

Name: Rajchawit Sarochawikasit

Organization : King Mongkut's University of Technology Thonburi. Department of Computer Engineering

Email : rajchawit.sar@mail.kmutt.ac.th

keyword: Computer performance evaluation

LCSH: Quantum computing

LCSH: Benchmarking (Computers)

LCSH: IBM computers

LCSH: Factorization method (Quantum theory)

Abstract: The benchmark of Noisy Intermediate-Scale Quantum (NISQ) computers plays a major role in the research and development of quantum devices and algorithms. Our study aims to investigate a single metric of benchmarking for the Noisy Intermediate-Scale Quantum device. We use state-of-theart applications to generate a device-score according to our proposed formula. Our study utilizes Quantum Volume (QV) to determine the qubit circuit size for each device. Furthermore, we utilize SupermarQ to determine each application’s benchmark score, utilizing their 5 feature vectors to indicate the circuit performance, and applying their circuit optimization techniques to configure the transpiler. Our experiment shows that devicescore of the simulated IBM backend are directly correlated to Quantum Volume. However, it should be noted that topology and gate error are also embedded in the benchmark scores of the applications. Because of this, our study introduces the devicescore, a single number metric that provides a more precise scale with the assistance of Quantum Volume and SupermarQ.

King Mongkut's University of Technology North Bangkok. Central Library

Address: BANGKOK

Email: library@kmutnb.ac.th

Created: 2024

Modified: 2025-06-09

Issued: 2025-06-09

บทความ/Article

application/pdf

BibliograpyCitation : In IEEE Thailand Section (IEEE Computer Society Thailand Chapter) and Prince of Songkla University. College of Computing. The 21st International Joint Conference on Computer Science and Software Engineering (JCSSE 2024)) (pp.595-599). Phuket : Prince of Songkla University

eng

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