Personally, I prefer when album covers give a bit of helpful information. Especially the names of key sidemen.
In a record shop you can turn the cover over to get information on personnel, tunes, etc. But on the computer, iPad, or iPhone, a picture of an album cover with nothing but the name of the leader and title can unsatisfying (to me).