I have a yellow one, and it cleans up great, spot-clean with a sponge. If it gets really bad, I take it off, put some dishwashing liquid in the sink, and wash the whole thing. Rinse it off, stand it on end until it dries.
I love the white, might get that one next and have a spare. They're so easy to change out if you get tired of looking at the same one.