Source : Webster's Revised Unabridged Dictionary (1913)

Eyesore \Eye"sore`\, n.
   Something offensive to the eye or sight; a blemish.

         Mordecai was an eyesore to Haman.        --L'Estrange.

Source : WordNet®

eyesore
     n : something very ugly and offensive