I use the spray bottle full of water also. Most come off with just
a rag when I wipe it down. If not, one of those plastic scrubby
things -- but remember NOT to use the industrial strength version
(dark green I think). Use the one marked "light" (I think it's pink
and white) suitable for glass and stuff.

Keeps from scratching the paint too much.