Metrics for AI Pixel art generator?

Is there metric for generated pixel art?

Fidelity and diversity should be evaluated. In particular, I think image fidelity is important. This is because pixel art requires that the features of the image be concise and consistent.

For example, "does the man has eye ?", "Does the horse have same color in body?" 