I think it gets #5 on my list although I haven't done extensive touring of the U.S. food scene.
I'd say the list goes:
1) New York City (no question)
3) San Francisco
4) Los Angeles
Honorable Mention: Las Vegas, Washington D.C...maybe Boston? Never been to Portland but I've heard it's good.