I'd just leave 'em personally. If you don't like them, I'd look at replacing them with some you like. Honda caps are pretty universal...2.75" diamter. I've used three different sets of Honda caps on my two sets of aftermarket wheels and one set for my Acura 16" alloys.

More expensive, but depending on your painting skills...would likely look better than a DIY.