Source : Webster's Revised Unabridged Dictionary (1913)

Ugliness \Ug"li*ness\, n.
   The quality or state of being ugly.

Source : WordNet®

ugliness
     n : qualities that do not give pleasure to the senses [ant: {beauty}]