Charm gets a bath every week along with the cages getting cleaned out. I don't recommend bathing rabbits unless you have to though. Not only do the bunnies generally dislike it, you end up with a lot of cuts or bruises and it causes the fur to mat more than it would do otherwise, but if you have an outdoor rabbit it can do more harm than good.
And I'd never use a sponge. Fingers are better.