What city are you in? Here in Boston, my experience has been that the uber drivers are more likely than the taxi drivers to know how to get where I'd like to go.
In NYC there are strict requirements[1] that cab drivers know how to get practically anywhere in Manhattan, and to major parts of the outer boroughs. You can report them if they don't.
