Team Melli clinched its first medal since winning bronze in the tournament's first edition in 2013.
Defending champion Mongolia had the consolation of a bronze medal after a thrilling 21-18 win over New Zealand.
For the third straight year, Singapore hosted Asia's biggest 3x3 event as the seventh edition ran from March 27 to 31.