Painting Steel Wheels

Hey guys, I have a question about painting steel wheels. I want my wheels to match the car but not sure if the wheels should be painted with the tires off or mounted. I will be using a base/clear on the car. I just think mounting the tires will chip the paint so they should be painted with the tires on.

What is the best way to do this?