There are only five regular polyhedra, and only two more if we allow for quasi-regular polyhedra. So in the sum, there are seven (convex) polyhedra which are both vertex- and edge-transitive.
Since the 1-skeletons of (convex) polyhedra are exactly the 3-connected planar graphs (by Steinitz' theorem), and the vertex- and edge-transitivity of a polyhedron implies the same symmetries for its 1-skeleton, I came to the following "realization":
There are only seven vertex- and edge-transitive, 3-connected, planar graphs (one for each quasi-regular polyhedron).
Is this true or am I missing something?



The following paper seems to prove the existence of only nine edge-transitive 3-connected planar graphs:
These graphs belong to the seven quasi-regular polyhedrons mentioned in my question, and two other, not vertex-transitive polyhedrons (the rhombic dodecahedron and the rhombic triacontahedron). So by ignoring the not vertex-transitive graphs, we are indeed left with exactly seven vertex- and edge-transitive 3-connected planar graphs.
I have not checked the full proof, so I cannot tell how elementary it is to show this.