Nicknamed "The Dragons", they experienced little success in the Yugoslavian era, but have become one of Belgrade's best and most stable clubs in modern times since Serbia's independence.

The municipal authorities decided to hand Sloboda's ground over to Voždovački, which then changed its name to FK Voždovac.

On 28 June 2005, Železnik won the Serbia and Montenegro Cup but, struggling financially, merged with Voždovac.

As a result, Voždovac gained access to the 2005–06 First League of Serbia and Montenegro, finishing in third place and qualifying for European competition.

However, due to the continuing financial difficulties after the merger, club officials decided not to request the license for European competitions.

[4] Voždovac finished the 2019/20 season in 8th place under manager Radomir Koković who was fired late in the season due to a run of losses, former player Jovan Damjanović took over the managers role and guided the club to a safe mid table finish.

[7] In 1989, another group named Genoes United was formed in the east stand of the stadium, and by that time Zmajevi accepted to join Vilenjaci.

[7] During the 1990s, the group was constantly growing, and besides football their presence was also noticed in other sports events in which the club participated, most notably in women's handball.

Note: Flags indicate national team as defined under FIFA eligibility rules; some limited exceptions apply.

Note: Flags indicate national team as defined under FIFA eligibility rules; some limited exceptions apply.