In general, they cause your metabolism to slow down, and make you feel hungrier. Giving them to mice on calorie restricted diets causes weight gain and lethargy in the mice.
Giving a subjectively identical amount of sugar to the mice (on top of the calorie restricted diet) causes less weight gain than the artificial sweeteners. (Because the mice stay active.)