It depends on what you are trying to hide. All the dirt that has appeared on mine comes off with a damp mop. I haven't tried the RD cleaner yet, but would probably work even better.
I have tan and black RD and after a time of abuse and neglect, the tan ones show tire marks and the black ones show dusty tire marks. But all clean up perfectly.