There must be some benefit for the restaurants to participate.

Funny, I never really noticed restaurant week in San Francisco, because it was only the places with empty tables that participated. My usual places didn't participate. Chicago seems to be different insofar as it is not difficult to get a table at even the most popular places (with a few exceptions), so perhaps RW will make a difference in my experience. We'll see.