Horseshoe Lake is a town located in Crittenden County, Arkansas. Horseshoe Lake has a 2026 population of 253. Horseshoe Lake is currently declining at a rate of 0% annually and its population has decreased by -2.69% since the most recent census, which recorded a population of 260 in 2020.