According to the wiki: For non-Unarmed weapons, your skill score also increases the damage done (where base damage is the damage listed on an individual weapon page): http://img4.wikia.nocookie.net/__cb1466831938/fallout/images/math/c/6/f/c6fc2ca807936ba924bb933ee175b57b.png