Towards Scientific Benchmarks: On Increasing the Credibility of Benchmarks

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dc.contributor.author Gundersen, Odd Erik en_US
dc.contributor.editor I. Pratikakis and M. Spagnuolo and T. Theoharis and L. Van Gool and R. Veltkamp en_US
dc.date.accessioned 2015-04-27T11:03:37Z
dc.date.available 2015-04-27T11:03:37Z
dc.date.issued 2015 en_US
dc.identifier.uri http://dx.doi.org/10.2312/3dor.20151059 en_US
dc.description.abstract Problem: Increasing the credibility of results from scientific benchmarks. Goal: Specify what exactly is required in order for a benchmark to be scientific. Contribution: (i) Specification of what it entails for a benchmark to be scientific, (ii) a metric for measuring the replicability of an experiment, (iii) a metric for measuring the replicability of a set of experiments, and (iv) Analysis of the replicability of SHREC 2015. Result: Replicability of SHREC 2015 can be increased by open sourcing the methods compared and improving documentation. en_US
dc.publisher The Eurographics Association en_US
dc.subject I.5.2 [Pattern Recognition] en_US
dc.subject Design Methodology en_US
dc.title Towards Scientific Benchmarks: On Increasing the Credibility of Benchmarks en_US
dc.description.seriesinformation Eurographics Workshop on 3D Object Retrieval en_US
dc.description.sectionheaders Posters en_US
dc.identifier.doi 10.2312/3dor.20151059 en_US
dc.identifier.pages 83-86 en_US


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