It's a bug that if you enter the BG after it has started (i.e. not one of the original 10 to enter WSG, 15 to enter AB, etc) and people leave, they will continue to be on the scoreboard.
You will still gain honor from kills, but you will gain no bonus honor for the BG.
And yes, it's a bug.