Naval Superiority does not affect The Stone Drum. Naval only affects the base gold value of plots, which almost always means their printed gold value. The Stone Drum's ability is a modifier, and so it still applies.
- Rains of Autumn does not affect The Stone Drum. Its constant ability is not considered to be a gold modifier (that term refers to gold coin icons in the card's text box).