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Global Benchmark Database

2024-05-16 · Markus Iser, Christoph Jabs

This paper presents Global Benchmark Database (GBD), a comprehensive suite of tools for provisioning and sustainably maintaining benchmark instances and their metadata. The availability of benchmark metadata is essential for many tasks in empirical research, e.g., for the data-driven compilation of benchmarks, the domain-specific analysis of runtime experiments, or the instance-specific selection of solvers. In this paper, we introduce the data model of GBD as well as its interfaces and provide examples of how to interact with them. We also demonstrate the integration of custom data sources and explain how to extend GBD with additional problem domains, instance formats and feature extractors.

📄 PDF Abstract BibTeX arXiv:2405.10045

Code (4)

Udopia/gbd 공식 구현
Udopia/gbd-data 공식 구현
Udopia/gbdc 공식 구현
Udopia/gbdeval 공식 구현

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