The efficient frontier might be perceived as having "failed empirically" because almost nobody calculates it with the right tools. Refer to

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2197616

and

https://drive.google.com/open?id=0B7NzBJdDmyerbDNmNS1RMEZfaUU