Scientific Validation of Facial Personality Prediction

Ethan Lin's profile picture
Ethan Lin
Published in The Mindreader Blogs · a year ago


The field of facial personality prediction is actively researched, with numerous peer-reviewed studies supporting its validity.  These studies are published in prestigious journals like Nature and IEEE, as well as reputable databases like Scopus and Web of Science (You can find a list of these studies on our blog).  Reported accuracy rates in these studies typically range from 65% to 90%.

In line with these findings, Mindreader AI consistently achieves accuracy in the 70% to 85% range.  We've observed that accuracy improves even further when analyzing at least three photos per person.