I can confirm that DMs have temperamental unread message behavior.

I got a DM a few weeks ago, and nothing I do can clear the (1) badge from the messages icon. When loading the app it randomly stays or goes; sometimes it thinks it's unread, other times it's read and the badge is gone.

I've never had an issue with push notifications though, the first one was sent properly and has never been duplicated.