The Water Diet, sometimes known as the Cold Water Diet, is one of the latest fads that appeal to dieters who want to melt away their fat. Compared to fasting "cleanse" diets and those that restrict caloric intake, such as the Rice Diet, the Water Diet doesn't limit food consumption, nor does it require exercise.