The one clear advantage of the graphbased parser is that it performs global inference (but exact search algorithms are already being applied to projective (Shi et al., 2017) and nonprojective (Gómez-Rodríguez et al., 2018) transition systems).
an interesting question is if integrating those two architectures can still be beneficial for the parsing accuracy as in Nivre and McDonald (2008).