Called bodybuilding shorts, they are generally black, blue, or green in color, made of a silky material and an appropriate rayon blend with a lot of stretch, similar to dance pants, wide at the top and narrow at the bottom, with a belt around the waist or designed to be looped straight through.
Here's exactly what bodybuilding shorts look like: