The permanents are exiled before blockers are chosen.

If the defending player controls only one permanent, that permanent will be exiled.

If Bane of Bala Ged attacks a planeswalker, the defending player may exile that planeswalker. Bane of Bala Ged will still be attacking and may be blocked as normal. If it’s not blocked, it won’t deal combat damage.