For me, it's their hypocrisy and their borderline immoral statements.
I'm quoting Ingrid Newkirk, founder of PETA in this following quote, and while it may or may not be word for word right, this is really what she said.
"Even if animal tests produced a cure for AIDS, we'd be against it."...