Originally built in 1915 for the Panama-Pacific Exposition, the Palace of Fine Arts today houses the Exploratorium and a theater.
Adjoining Crissy Field and is easily integrated with other bay side adventures - the "palace" can provide a good walk or picnic spot.
Address: 3301 Lyon St, SF, CA
Wikipedia: http://en.wikipedia.org/wiki/Palace_of_Fine_Arts