Test and Development Error

If the error humans face when identifying an image of a cat was 15% and we are met with a Test and Dev Set Error of 5 & 10 % respectively, can we still call that low bias/variance or is there a term for set errors that go below the human error threshold?

The professional term is “luck”.

Something may be wrong in your dataset (too small?), or how you split the data.