The attack took place overnight, targeting residents of Solhan village in Yagha province on the border with Niger.
Terrorists killed about 100 people during a night battle in a village in northern Burkina Faso.
The robbery took place on Friday night, killing residents of the village of Solhan in Yagha province on the Niger border, the government said in a statement on Saturday, adding that the attackers had also set fire to a house and a market.
It described the victims as terrorists but no group was charged.
The government has announced a 24-hour mourning period in the country.
Attacks by al-Qaeda-linked militants (ISIS) in West Africa in the Sahel have increased significantly since the beginning of the year, especially in Burkina Faso, Mali and Niger, where civilians are the worst affected.
Armed forces in Burkina Faso he has fought having a spread of violence.
Last year, the government enlisted the help of volunteer workers to assist the military but retaliated against terrorist attacks and the areas in which they supported them.
Military groups have sparked inter-religious and ethnic tensions between farmers and herdsmen in Mali, Burkina Faso and Niger to promote civilian activity.
Rising violence in the entire Sahel region has created a major global crisis, UN agencies said last week.
Violence in Burkina Faso has displaced more than 1.14 million people in just two years, while a poor country that is home to about 20,000 refugees from neighboring Mali seeking refuge from violence.
