Interestingly, I found the female eyes very difficult to read (they all look very similar, possibly because they're heavily made-up) but got most of them correct. I think the test might be kind of sexist though. Most of the women are flirtatious, interested, fantasising, etc.
I seem to recall this site having a high population with some sort of Autism Spectrum Disorder, and so you might be interested in an online test of eye-reading ability, which seems to be linked to ASD.
But once you take it, just read your score and open the test up in a new tab- don't see which eyes you got wrong. Then retake the test, but imitate the photo each time, and then guess.
Does your score increase? Compare the lists of eyes you got wrong (the benefit of doing this in two tabs). Anything interesting?
The test is here.
From The Last Psychiatrist.