Only she is eligible for citizenship at that time if only she has spent the 36 months in Australia. However, once you have an Australian citizen wife, that will substantially strengthen your "substantial ties" when you apply for an RRV without having spent the required 2 years in 5 in Australia. She cannot leave after the final year without applying and then apply at a later date, if that was your question.
Cheers