An almost symplectic structure on a smooth even dimension manifold $M$ can be viewed as a reduction of structure group $Sp(2n,\mathbb{R}) \hookrightarrow GL(2n,\mathbb{R})$ for the principal frame bundle $\mathcal{F}(M)$. If this structure group reduction corresponds to a closed section of $\mathcal{F}(M)/Sp(2n,\mathbb{R})$ then it is a symplectic structure.
It is claimed in here that, as an integrable $G$-structure, a symplectic manifold is a Cartan geometry.
So, if we want to describe a symplectic manifold as a Cartan geometry of type $(G,H)$ what are the possible choices of Lie groups $G$ and $H$?
Different choices of $G$ and $H$ will give rise to homogeneous spaces $G/H $ that are related by model mutation. I am primarily concerned with the groups that give rise to a compact model $G/H$ for symplectic manifolds.