Well yes you are in Athens and you cannot say you are overall impressed with the beauty of this city. But as it is often said Athens looks ugly but has a charming character.
If you just look behind the walls, the upper class neighbours and the touristic spots and just walk around the city you can find some extraordinary pieces of art.