The withdrawal was announced by the director of French Polynesia's youth and sport service Anthony Pheu at the weekend and follows a disagreement over who should represent Tahiti's boxers.
Mr Nena's Tahiti Boxing Association is recognised by the international boxing federation while the government-backed federation is not.
He said that gives them the right to attend the Mini Games in Vanuatu and he's confident they won't be the only ones.