Most neoprene covers are machine washable, but you should respect what the manufacturer recommends when it comes to cleaning the covers. Ideally, neoprene covers require a top-load machine wash with a small amount of detergent. However, some low-quality covers may shrink, peel, or tear when machine-washed.