Benchmarking of 3D Shape retrieval allows developers and researchers to compare the strengths of different algorithms on a standard dataset. Here we describe the procedures involved in developing a benchmark and issues involved. We then discuss some of the current 3D shape retrieval benchmarks efforts of our group and others. We also review the different performance evaluation measures that are developed and used by researchers in the community. After that we give an overview of the 3D shape retrieval contest (SHREC) tracks run under the EuroGraphics Workshop on 3D Object Retrieval and give details of tracks that we organized for SHREC 2010. Finally we demonstrate some of the results based on the different SHREC contest tracks and the NIST shape benchmark.

翻译：3D 形状检索基准使开发者和研究人员能够比较标准数据集上不同算法的优点。 这里我们描述了制定基准和所涉问题的程序。 然后我们讨论了我们集团和其他方面目前一些3D形状检索基准的努力。 我们还审查了社区研究人员制定和使用的不同业绩评价措施。 之后我们概要介绍了在3D对象检索欧洲格拉菲茨讲习班下运行的3D形状检索竞赛(SHREC)轨道,并详细介绍了我们为SHREC2010组织的轨道。 最后,我们展示了一些基于SHREC不同竞赛轨道和NIST形状基准的结果。