A dugout tree with a paddle is even more simple.
While they are obviously the end point of a technological development, Polynesian outrigger sailing canoes are both extremely efficient (some evidence points to them being the first craft to be capable of exceeding hull speed) and scalable. They're also a Stone Age technology