I always tape. If i've got a new razor, or have spent hours restoring one, i just don't want to have hone marks on the spine.
If you want to keep it looking pristine, put a layer of tape on.
If you're not bothered, & don't mind the initial extra work that it'll take to re-set the bevel, then leave the tape off.