If you need to drive to Delaware, do it today or tomorrow to save a buck. The Delaware River and Bay Authority will increase the fare to drive on the Delaware Memorial Bridge by 20 percent, starting Wednesday. A crossing on the bridge will now cost five dollars, instead of four.