A new user will be created in the groups you played in, with no reference to your previous account and a generic name ('deleteduser03'), which substitutes your previous user.
The matches you played with the other players, who remain in the group, are not deleted - they just lose any specific connection with you.
Leaving a group via user deletion is not reversible.
If you quit, you won't be able to recover your stats from archived matches.