Neural and Evolutionary Computing · Computer Science
Benchmarking in Optimization: Best Practice and Open Issues
Thomas Bartz-Beielstein, Carola Doerr, Daan van den Berg, Jakob Bossek +13
2020-12-18
Computational Engineering, Finance, and Science · Computer Science
Randomness as Reference: Benchmark Metric for Optimization in Engineering
Stefan Ivić, Siniša Družeta, Luka Grbčić
2026-04-17
Neural and Evolutionary Computing · Computer Science
Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems
Koen van der Blom, Timo M. Deist, Tea Tušar, Mariapia Marchi +4
2020-04-15
Machine Learning · Computer Science
A Review of 315 Benchmark and Test Functions for Machine Learning Optimization Algorithms and Metaheuristics with Mathematical and Visual Descriptions
M. Z. Naser, Mohammad Khaled al-Bashiti, Arash Teymori Gharah Tapeh, Armin Dadras Eslamlou +6
2024-06-17
Machine Learning · Statistics
Benchmarking Simulation-Based Inference
Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves +1
2021-04-12
Artificial Intelligence · Computer Science
BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices
Anka Reuel, Amelia Hardy, Chandler Smith, Max Lamparth +2
2024-11-21
Neural and Evolutionary Computing · Computer Science
MECHBench: A Set of Black-Box Optimization Benchmarks originated from Structural Mechanics
Iván Olarte Rodríguez, Maria Laura Santoni, Fabian Duddeck, Carola Doerr +2
2025-11-17
Quantum Physics · Physics
Towards Robust Benchmarking of Quantum Optimization Algorithms
David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner +2
2024-05-14
Neural and Evolutionary Computing · Computer Science
Identifying Properties of Real-World Optimisation Problems through a Questionnaire
Koen van der Blom, Timo M. Deist, Vanessa Volz, Mariapia Marchi +4
2021-07-15
Computation and Language · Computer Science
What are the best systems? New perspectives on NLP Benchmarking
Pierre Colombo, Nathan Noiry, Ekhine Irurozki, Stephan Clemencon
2022-10-10
High Energy Physics - Experiment · Physics
Evaluating current processors performance and machines stability
R. Esposito, P. Mastroserio, G. Tortone, F. M. Taurino
2007-05-23
Machine Learning · Computer Science
Position: Benchmarking is Limited in Reinforcement Learning Research
Scott M. Jordan, Adam White, Bruno Castro da Silva, Martha White +1
2024-06-25
Performance · Computer Science
A Continuous Benchmarking Infrastructure for High-Performance Computing Applications
Christoph Alt, Martin Lanser, Jonas Plewinski, Atin Janki +4
2024-06-12