I'd say you'll need to do a proper job on them first with the wheels off (Wheel cleaner,Colour restorer, and polish/wax), it'll be worth it in the long run I then never had to get the wheels off to get them bright and shiny as a quick squirt with the pressure washer normally sorted it or I had one of the cheap wheel brushes you could poke through the gaps for any stubborn parts.