The tiger [it's a leopard] and stingray [some other ray?] are wrong, but the system is 100% certain they're right; seems quite a big error considering the apparent accuracy of the other labels.

Isn't it contextual - flat-coated retriever, well-done, but how good is it at picking one out of a pile of images of black animals, panthers, house cats?