Terzić took over the national team of FR Yugoslavia in 2002 (later Serbia and Montenegro and then Serbia), leading his teams to numerous successes, including a bronze medal at the 2006 World Championship, a silver at the 2015 World Cup, the European Championship titles in 2011, 2017 and 2019, and an Olympic silver at Rio 2016.