I've never kept it covered. I think it cools faster when you have the wort and ice bath moving to help keep cold in contact with hot. It's hard to stir when covered.
Leave the cover on. It may cool faster but it keeps wild yeast and bacteria from falling in your beer. From the time you turn the burner off till the time you pour it in your glass, try to keep it covered and contaminant free.