Lebanon is a borough located in Hunterdon County, New Jersey. Lebanon has a 2026 population of 1,675. Lebanon is currently declining at a rate of -0.06% annually but its population has increased by 0.96% since the most recent census, which recorded a population of 1,659 in 2020.