Water bath (or bain-marie) is a process of baking with a dish of water placed in the oven. This method is often used for baking cheesecakes to keep the interior of the oven moist. This in turn is to avoid the cheesecakes from cracking. As the water gets heated up, it turns into steam and the steam helps keep the oven interior moist.