There are many other evaluation metrics, and even evaluations of evaluations metrics (Cornell).
Recreation of fully enumerated chemical libraries
The Reymond research group has created a number of fully enumerated chemical libraries with different limits on number of compound atoms and atom types. https://pubs.acs.org/doi/abs/10.1021/ci300415d