It might not sink, but if it won't hold together, you can't keep people and stuff inside it. Of course, I'm not a materials expert, but this seems like a good reason our ships are made of metal.
It's all about costs, not about technology.
And stronger by weight or by volume? Stronger in tensile strength or by compression? In resisting flexing? Can it handle vibration and bending without cracking? Is it tough enough not to be abraded? Can it distribute stress (by giving a bit)?
The word "stronger" by itself has no meaning in engineering. You need to specify all those things I listed when describing stronger.
http://en.wikipedia.org/wiki/Project_Habakkuk
I've always assumed this gave Iain Banks the idea for the aerial battles fought over gigantic icebergs in Use of Weapons.
The density of the material would have to make up for the weight it was carrying, plus any water it was liable to take on in case of an accident.