A rotary sun visor mirror apparatus for a vehicle, may include a mirror housing installed at a side of a sun visor, a mirror assembly accommodated in the mirror housing, a pop-up latch configured to selectively lock the mirror assembly to the mirror housing, and a pop-up device which selectively allows the mirror assembly to pop up from the mirror housing in conjunction with an unlocking operation of the pop-up latch.