What if all plants on Earth die, would animals still survive? Why? Why not?

No. The food chain. All animals that eat plants would not have food, leading to their death. The. the animals that eat them wouldn't have food and die. All animals rely on plants, just some aren't directly relying on them.

yes it is weird but true