In 1996, Charles Savarin became the leader of the DFP. He had presided over the continuing decline of the DFP following the 2000 general election. Despite this the party still holds a degree of influence due to its accommodation with the DLP government. Even after losing all its seats and the DLP winning enough seats to form a government on their own, the DLP leader and prime minister, Roosevelt Skerrit appointed Savarin as a senator and gave him the key post of foreign minister. Many members of the DFP have criticized Savarin for his continued support for their erstwhile foes, the DLP.
During the previous elections held on 31 January 2000, the party won two of the 21 popularly elected seats with 13.6% of votes cast. The party subsequently joined a coalition government with the Dominica Labour Party (DLP), with the DLP not having enough seats to form a government on their own.
The party lost all of its seats in the House of Assembly at 2005 general election, held on 5 May 2005. This was the first time since 1975 that the DFP was not elected in any seats. The party garnered 3.15% of votes cast.
However on 5 August 2007 a new executive was elected, with businessman Michael Astaphan being elected as political Leader.[5]
In recent years, the DFP has expressed concerns over national issues. For example, they have been vocal about the impact of the UK's decision to impose travel restrictions on Dominican nationals, linking it to alleged issues with Dominica’s Citizenship by Investment Program (CBI). The party criticized the current administration's management of the program and called for immediate action to address the concerns raised by the UK and other nations.[7]