Facial hair, double chins, uneven facial skin tone, and so on are all considered rather unattractive facial features that both men and women suffer from.
Study after study has found that taller men and women are generally considered more attractive. Intriguingly, you can even guess someone's height from their face, meaning a mugshot on a dating website is not going to hide a more diminutive frame.