High detail has to do with color blending and color choice.
For example, bright colors that stand out and colors that just end randomly are cartoonish.
Medium-dark colors that blend into each and every pixel with lighting effects and such look more realistic.
High/low detail all has to do with color choice: nothing to do with the shape.