You've described yourself as a collector and what you have there is a nice 'collection' as opposed to a 'rotation'. I'd say to keep them unless it really bothers you having money tied up in unworn watches, but since you mentioned wearing them one at a time for a week each I'm guessing you are comfortable not wearing them and just owning them.
That's a pretty impressive walk in watch box by the way!