I've heard of people with schizophrenia eliminating their medications and doing well. The late John Nash, a person who had schizophrenia and was a Nobel Prize winner, claimed that he eliminated his medications and fully recovered.

That said, in my nearly 40 years of having and studying schizophrenia I believe the vast majority of people with schizophrenia who eliminate their medications rapidly decompensate.