Humans would not be able to annihilate all the animals, given how many live underground/in deep oceans etc., and how integrated they are into our own lives leading to an unacceptable risk of collateral damage. However, the animals would be completely ineffective due to a lack of cohesion and ability to coordinate attacks. So basically humans would kill some of the animals and then it would devolve into a stalemate.