Nah, Superman wore blue tights/ thin leggings with knee high red boots. Very tight fitting, but not sheer.
In the cartoon, there is an outline for each muscle on the legs, so it can look sheer like and like blue dance tights. But in the films are definitively opaque and the actor can actually walk on them LOL