How do defense percentage modifiers work?

Let's say I find a piece of armor that gives +X% to my physical armor. I don't see a "base physical armor" in my arcane stats, so off of what character attribute is this percentage being applied? Is it off my base value or off my base value + the armor value of the piece itself?