Their tax rates have been reduced every time a Republican President has been in office in the last 25 years, and not, to the best of my knowledge, increased enough to counteract that when a Democrat has been in office.
The top marginal tax rates during the right's supposed "golden age" after WWII were much, much higher than they are now.