Where did jack nicolson eat soft shell crab in the film As good as it gets?

Where did jack nicolson eat soft shell crab in the film As good as it gets?
He ordered "hard shell crab dinners" which isn't something you would EVER order in Baltimore - and it certainly isn't something you'd wear a jacket and tie for. This was shot in Long Beach, CA at Khoury's Restaurant.