Yes there is adoption leave but it is also unpaid leave and can be taken by either parent.

Australia is one of only 2 OECD countries (with the USA) that does not provide any paid form of maternity leave. Yes, it is incredibly backward and the Baby Bonus was supposed to go someway to redressing the situation but it's not really the same thing.