While "ugliness" is already an abstract noun, it is sometimes used in a more concrete sense to refer to a specific instance of ugliness. In those cases, you might use more abstract synonyms like:
* Deformity
* Repulsiveness
* Unattractiveness
* Unsightliness
* Blight
* Abomination