A person can look ugly or beautiful depending on the perspective of the viewer. A trait that one person considers ugly may be beautiful in the eyes of another person.
However, there is no denying that there is such a thing as “conventional beauty”. I believe there have been scientific studies analyzing the criteria that make up a conventionally beautiful or classically handsome person.