Szöllősi did not make into the Hungarian squad for the 2012 Summer Olympics, but earned his place for the 2013 World Championship. With a shooting percentage of 90% – 19 goals from 21 shots – Szöllősi was his team's fourth best goalscorer in the tournament, where Hungary eventually finished in the eighth position.