Machine Learning · Computer Science
PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison
Randal S. Olson, William La Cava, Patryk Orzechowski, Ryan J. Urbanowicz +1
2017-03-03
Machine Learning · Computer Science
BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation
Eunsu Kim, Haneul Yoo, Guijin Son, Hitesh Patel +2
2025-06-03
Neural and Evolutionary Computing · Computer Science
A Generalized and Configurable Benchmark Generator for Continuous Unconstrained Numerical Optimization
Amir H. Gandomi, Mohammad Nabi Omidvar, Rohit Salgotra, Kalyanmoy Deb
2025-11-18
Optimization and Control · Mathematics
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark
Mohammad Nabi Omidvar, Danial Yazdani, Juergen Branke, Xiaodong Li +2
2021-07-26
Machine Learning · Computer Science
Benchmark Data Repositories for Better Benchmarking
Rachel Longjohn, Markelle Kelly, Sameer Singh, Padhraic Smyth
2024-11-01
Databases · Computer Science
The Linked Data Benchmark Council (LDBC): Driving competition and collaboration in the graph data management space
Gábor Szárnyas, Brad Bebee, Altan Birler, Alin Deutsch +29
2024-09-02
Other Quantitative Biology · Quantitative Biology
Building a continuous benchmarking ecosystem in bioinformatics
Izaskun Mallona, Charlotte Soneson, Ben Carrillo, Almut Luetge +4
2025-07-24
Software Engineering · Computer Science
RT-Bench: an Extensible Benchmark Framework for the Analysis and Management of Real-Time Applications
Mattia Nicolella, Shahin Roozkhosh, Denis Hoornaert, Andrea Bastoni +1
2022-08-02
Databases · Computer Science
GeoBenchr: An Application-Centric Benchmarking Suite for Spatiotemporal Database Platforms
Tim C. Rese, Nils Japke, Diana Baumann, Natalie Carl +1
2026-05-01
Performance · Computer Science
A Continuous Benchmarking Infrastructure for High-Performance Computing Applications
Christoph Alt, Martin Lanser, Jonas Plewinski, Atin Janki +4
2024-06-12
Biomolecules · Quantitative Biology
Best practices for constructing, preparing, and evaluating protein-ligand binding affinity benchmarks
David F. Hahn, Christopher I. Bayly, Hannah E. Bruce Macdonald, John D. Chodera +7
2023-03-30
Artificial Intelligence · Computer Science
A Framework for Generating Informative Benchmark Instances
Nguyen Dang, Özgür Akgün, Joan Espasa, Ian Miguel +1
2025-06-11
Machine Learning · Statistics
Statistical Multicriteria Benchmarking via the GSD-Front
Christoph Jansen, Georg Schollmeyer, Julian Rodemann, Hannah Blocher +1
2024-06-07
Computation and Language · Computer Science
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
Anna Sokol, Elizabeth Daly, Michael Hind, David Piorkowski +3
2025-06-04
Genomics · Quantitative Biology
GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models
Zicheng Liu, Jiahui Li, Siyuan Li, Zelin Zang +4
2024-06-06
Neural and Evolutionary Computing · Computer Science
Benchmarking that Matters: Rethinking Benchmarking for Practical Impact
Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck +13
2025-11-18
Machine Learning · Computer Science
Fine-Grained Benchmark Generation for Comprehensive Evaluation of Foundation Models
Mohammed Saidul Islam, Negin Baghbanzadeh, Farnaz Kohankhaki, Afshin Cheraghi +4
2026-05-20
Machine Learning · Computer Science
RDBench: ML Benchmark for Relational Databases
Zizhao Zhang, Yi Yang, Lutong Zou, He Wen +2
2023-10-31