Hormone treatment for transmen and transwomen cause a partial reduction of advantage over 1 year, and increased reduction of advantage over 3 years. While this doesn’t fully level the playing field, it’s a very significant result that’s ignored entirely by this paper.
I couldn’t find any studies that looked at a treatment period of over 3 years.