To compare the performance, we consider two measures. The first is the degree of satisfaction (DoS) in the top 20 images. We do not check all the search results since it is observed that users often check the images in the first several pages. The measure reflects whether users can successfully find their desired images using the search system. The second one is the number of units of operations required to get the satisfied result, which indicates the effort involved.