I would love to see a study that explores whether those taxes cover the negative externalities compared to other forms of transit, because that seems incredibly unlikely.
The conclusions vary, except that they generally agree that driving in dense urban areas is heavily subsidized. And if you accept the roads as essential infrastructure claim, driving in rural areas is too heavily taxed.