For psychological experiments, researchers sometimes show participants a number of faces to establish a baseline of what they consider attractive; other times, they use pre-rated faces from a database, such as the Chicago Face Database (essentially HotOrNot, but for science). Researchers have been looking into the effects of attractiveness for decades.