1. https://en.wikipedia.org/wiki/Mental_rotation
2. http://www.academia.edu/3118000/The_relationship_of_male_tes...
1. https://en.wikipedia.org/wiki/Mental_rotation
2. http://www.academia.edu/3118000/The_relationship_of_male_tes...
This means you can always find a study supporting what you want to believe.
Actually, the reference you cited says "slightly better". It may or may not be significant but let's stay on track here.
The Vandenberg and Kuse paper[1] followed up on this using a test that was easier to administer to large groups. In that study, the average male score was the same as the 85th percentile of female scores.
"Significant" describes this difference much more accurately than "slight."
1. http://wexler.free.fr/library/files/peters%20(1995)%20a%20re...
Also, the sample size in the first study was rather small, as they were just trying to answer the question, "Does the time it takes to mentally rotate an object depend on the angle of rotation?" (Answer: yes.)