You will probably get better group participation if they at least know what the wines are. I find that many people are quiet and afraid to be completely wrong in a double blind. If a specific region and or year is chosen, that might be enough info to go on.
Just a suggestion! Although I have no problem being completely wrong.... hasn't bothered me in the past.