Yes, compression sleeves help you as much while you run as when you walk or stand for long periods of time. They are not restricted to runners and/or professional sportspeople, you can buy your own pair and increase your performance while decreasing your swelling and muscular fatigue.
Make sure you tell your shop assistant the use you want to give to your sleeves, they can give you the best advice for the perfect pair.