That particular study is pretty bad. Look at the contestants' faces. They might be failing at identifying facial features or not accounting for lighting, tilt, etc. It is obvious if you look at their estimated ages.
They clearly got the ages wrong that's not really debatable. Do not take my word for it though. There are plenty of studies in this space that got wildly different results some of which mostly agree with hotornot ratings.
