What is hidden at Oak Island?

Oak Island is rumored to have Captain Kidd's treasure buried. However despite numerous excavation attempts over the past 100 years nothing has been discovered. There are other theories which claim religious artifacts, manuscripts, or Marie Antionette's jewels are hidden at Oak Island.