I LOVE Grant Avenue Market in Takoma Park. It's small, but they have THE best mix of vendors in the entire area. Takoma Park is gorgeous, and the people of Takoma Park are very into handmade.
My best has been Art on the Avenue in Alexandria, VA. Their one day event is in early October. I applied months ago and expect to hear about acceptance in June. The attendance is estimated to be 50k!