Scheffé is the champion of conservative tests. I agree that this particularity somewhat helps to protect against heteroskedasticity. Try Tamhane's T2. It deals with lack of HOV better than Scheffé, and the FWER is controlled less tightly (it uses Sidak adjustment of p values).