Mroudjaé was the party's candidate for the 2002 presidential elections, finishing eighth out of nine candidates with 4% of the vote. Prior to the 2004 parliamentary elections the RND joined the Camp of the Autonomous Islands alliance, which was opposed to Azali. The alliance won 12 of the 18 elected seats and all 15 of the indirectly-elected seats.
The party nominated Loutfi Soulaimane as its candidate for the 2006 presidential elections. He received only 2% of the vote, finishing eleventh in a field of 13 candidates.