The author of the blog post has promised more extensive tests with other datasets in future posts. Also there is an ongoing GSoC project for setting up a system

The author of the blog post has promised more extensive tests with other datasets in future posts. Also there is an ongoing GSoC project for setting up a systematic benchmark infrastructure + performance optimizations for the scikit-learn project. So let's wait and see. We will soon have more meat for finer analysis.