The official name of this church is The Sanctuary Adventist Church. Up until recently, it was the Calvary Baptist Church.
Other notable films that have used this church as a location are “Crossroads” with Britney Spears (okay, that’s questionable on the “notable” thing) and “True Confessions” with Robert DeNiro.
http://en.wikipedia.org/wiki/Kill_Bill_Volume_1