Also chestnuts have yet to make a real comeback since being nearly wiped out in North America[1]. Although it's not a plant, people used to eat passenger pigeons quite a bit in the 19th century and science has yet to bring those back.
Edit: Banana: The Fate of the Fruit That Changed the World[2], is a great book on the history of the banana for anyone interested. Delves into the good and the bad of the banana and also how it shaped American Foreign Policy and Central/South America.
[1] http://en.wikipedia.org/wiki/American_chestnut
[2] http://www.amazon.com/Banana-Fate-Fruit-Changed-World/dp/045...
Note that the Gros Michel isn't extinct. It's still grown as a boutique item. But the blight is apparently persistent in fields, and thus it can't be grown in quanitity without huge risk to the plantation.
I'm an American, so not all of us are clueless :)
I'd wager that most of Western Society doesn't know other varieties exist (not just Americans) because most varieties not easy to transport long distances.
[1] Reading http://www.amazon.com/Banana-Fate-Fruit-Changed-World/dp/045... and listening to an NPR interview with the author prompted me to go on a search for banana varieties.