The category "Extinct Animals" refers to the group of animals, specifically mammals and carnivorous mammals, that have ceased to exist, meaning there are no living representatives left on the Earth. These species have experienced extinction, a natural process of evolution, due to various reasons such as habitat loss, climate change, or human activities.