Technically she is right. Women do score just a tiny bit higher than men on average. Not enough to matter tho.
Interestingly, Men are tremendously over represented in the highest levels of IQ.
And yes, Whites score significantly higher than Blacks on IQ tests.
Men are also overrepresented in the lowest level IQs. The main difference is really the standard deviation — essentially: vs