Following the 2020 general election, the Reform Party announced that its chairman Andy Zhu and treasurer Noraini Yunus had stepped down from the central executive committee.

Zhu declined the allegations and claimed that he had been ousted via "undemocratic” means, while also contesting Jeyaretnam's statement that the vote had been unanimous.

[4] As the party is still new to the electoral landscape of Singapore, it lacks a distinct manifesto or ideology, though it has pledged to work on "bread-and-butter issues"[5] and women's rights.

[6] In 2024, the party would enter an informal political alliance with the NSP, RDU and SPP named "The Coalition" where they agreed to avoid three cornered contests.

[7] The following members are part of the Singapore United Party's central executive committee.