Flush or stand-offs.
Smaller, lighter letters may be tape mounted. Larger acrylic letters or heavier solid metal letters are stud mounted. Either can be mounted flush to the wall or use stand-offs for added depth and dimensionality.
Tape Flush
Stud Flush
Stud with Stand-Offs