Yeah, I think some salt needs to be applied. Any discussion of energy density needs to involve the manufacturing process (because how small you can make something depends on more than just the active ingredients). And this was just done in a lab. They're probably extrapolating from the film thickness or somesuch.

But until someone finds a way to package an actual component into something that looks like a supercap or a battery, no one will care.