I'm a mere chemist, so I'm figuratively typing and ducking, as I ask this, but:-
If Dark Energy is increasing, then could this not be explained by the Gravitational Constant $G$ not being constant, but actually a value which could be decreasing.
Or, perhaps the $G$ Constant Changed, at @ 6 billion years ago when Dark Energy increased in value. Perhaps at 6 billion years ago the density / temperature, of the Universe, was the point at which the Universe went through a Phase Transition, as do Superconductors at a molecular / atomic level?