1. A system for determining an accuracy of a caption data set, comprising: at least one computing device; and a captioning evaluation tool, executing on the at least one computing device, that determines the accuracy of a caption data set by: receiving the caption data set; determining a number of errors in the caption data set; and determining the accuracy of the caption data set using at least the number of errors in the caption data.