Most of them are still wearing make up, just less. And a lot of these pics have extra lighting like the Jessie J pic so it makes them look better and washes out the flaws.
GaGa looks all basic in the face with or without make-up and I don't mean that in a mean way. I just don't consider her to be hot with make-up so how am I supposed to praise her for her look without it?