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We present and benchmark a self-energy approach for quasiparticle energycalculations that goes beyond Hedin's $GW$ approximation by adding the fullsecond-order self-energy (FSOS-$W$) contribution. The FSOS-$W$ diagram involvestwo screened Coulomb interaction ($W$) lines and adding the FSOS-$W$ to the$GW$ self-energy can be interpreted as first-order vertex correction to $GW$($GW\Gamma^{(1)}$). Our FSOS-$W$ implementation is based on theresolution-of-identity technique and exhibits better than $O(N^5)$ scaling withsystem size for small to medium-sized molecules. We then present one-shot$GW\Gamma^{(1)}$ ($G_0W_0\Gamma^{(1)}_0$) benchmarks for the $GW$100 test setand a set of 24 acceptor molecules. For semilocal or hybrid density functionaltheory starting points, $G_0W_0\Gamma^{(1)}_0$ systematically outperforms$G_0W_0$ for the first vertical ionization potentials (vIPs) and electronaffinities (vEAs) of both test sets. Finally, we demonstrate that a staticFSOS-$W$ self-energy significantly underestimates the quasiparticle energies.

Assessing the $G_0W_0\Gamma^{(1)}_0$ approach: Beyond $G_0W_0$ with Hedin's full second-order self-energy contribution