If you have ever wondered how deep the Ocean is this cool comparison video will show you. I had no idea the Caribbean Sea was as deep as it is. The wreck of the USS Johnson was only recently discovered after it sank during the Battle of Leyte Gulf in World War Two. It is the deepest discovered wreck.