Towards Scientific Benchmarks: On Increasing the Credibility of Benchmarks

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dc.contributor.authorGundersen, Odd Eriken_US
dc.contributor.editorI. Pratikakis and M. Spagnuolo and T. Theoharis and L. Van Gool and R. Veltkampen_US
dc.date.accessioned2015-04-27T11:03:37Z
dc.date.available2015-04-27T11:03:37Z
dc.date.issued2015en_US
dc.description.abstractProblem: 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.description.sectionheadersPostersen_US
dc.description.seriesinformationEurographics Workshop on 3D Object Retrievalen_US
dc.identifier.doi10.2312/3dor.20151059en_US
dc.identifier.pages83-86en_US
dc.identifier.urihttps://doi.org/10.2312/3dor.20151059en_US
dc.publisherThe Eurographics Associationen_US
dc.subjectI.5.2 [Pattern Recognition]en_US
dc.subjectDesign Methodologyen_US
dc.titleTowards Scientific Benchmarks: On Increasing the Credibility of Benchmarksen_US
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