Mismatched or poorly placed sugar flowers
Poorly executed design elements
Lack of color contrast or vibrancy
Blurred or out-of-focus image
Poorly executed lighting or editing
Cakes with misshapen or deformed layers
Any extraneous or distracting elements in the background.