You don't say what you have tried to remove the marks. I'm not surprised dry cleaning didn't, since it is in fact "dry". I would first try spot removing with a damp cloth or a spray bottle, to see if a little water will indeed remove the marks. Unfortunately, if that doesn't work I have no ideas - maybe contact the manufacturer for help.