Jean Tabou, director of the University Hospital of Juba, confirmed the death toll on Saturday.
The explosion happened in the town of Maridi after the oil tanker overturned on a road about 300 kilometers west of the capital.
After the tanker started to leak, one of the residents lit a cigarette, sparking the explosion.
The South Sudanese government has also declared three days of mourning in the country.
