They don't have to upgrade in defence bonuses, but rather upgrade in the prayer boost, and maybe like 4+ in each defence bonuses. Good find you got there, its obvious there will be another Temple Knight quest so new armour should be coming, eh? Maybe weapons, too. Unfortunately, this is WHITE KNIGHT armor you're talking about, though. It might not affect the future Temple Knight armor (if there is).