Intel, AMD, and IBM also have had 2+ THz transistors, which they announced back in the early 2000's. Back then, Intel was claiming that they'd actually be using them in the not too far future, but obviously frequencies haven't scaled nearly as well as they had hoped.
In fact, Intel's "TeraHertz" transistor design they were pumping back then is pretty damn close to what they were using at 32 and 45nm, except they were fabbed on SOI.
The 3 major features were use of a high-K dielectric (zirconium dioxide -- Intel and practically everyone else ended up opting for the similar hafnium dioxide), a raised source and drain (Intel's 32nm featured this, and FinFETs are, in part, an extreme version of a raised source and drain), and SOI, which Intel has not adopted, citing cost concerns. Even with SOI, we'd not be terribly better off than we are now.