Not really. Ironically, WPF designers wanted to make things better by offloading the rendering onto the GPU. They also added DirectWrite that was supposed to provide high-quality text rendering with all the bells and whistles like layout for languages with complex scripts, in hopes of eventually offloading the text rendering as well.
But they just plain failed to execute well on this idea.