A couple of other methods are
CTRL + G > bookmark
or
On the right-hand vertical scroll bar, at the bottom, there is a circle
between the double up arrow and double down arrow. You can use this (to get
to the Go To window and) to navigate through the bookmarks using the previos
and next arrows above and below it if you'd rather not use the Go To window
itself.
Cheers