How many days out is the temperature forecast accurate?

Great map from this WaPo article:

There's a joke that in Phoenix, a forecaster can just say "it'll be sunny" and be right 90% of the time, and it's not without reason.

There's also a neat interactive bit that shows you the predictability of your town. My hometown of Portland, Maine, is a bit less predictable than most of New England