You need an embassy visa for French Polynesia if you have a Chinese passport
Visa options for French Polynesia
Visitor visa
Travellers need a visa to visit French Polynesia for Business or Tourism. A paper or embassy visa is the only visa available for travellers visiting French Polynesia. The visa is typically a stamp or sticker added to the passport. Travellers must obtain this visa from a local embassy, consulate or visa center before travelling.