If they're something you want to draw attention to, I'd leave them. If you want them to blend in, paint them. Personally, I'd paint them.
In our old house, we had very plain and boring baseboard molding. We painted it wall color. In this house, it's fancier looking and we painted it white for an accent. Same kind of thing.