Yes. Sometimes they've got their memories when they come back, sometimes not—although they often regain them later. Occasionally time will have passed for them, but it's just as likely that they won't have noticed they were gone at all, at least not until they start looking at the post archives.

Don't try to look for any rhyme or reason in it all. There really isn't any.