At least 32 people were injured, three critically.
The explosion caused the roof of the building to cave in and rubble was scattered up to 165 feet away, Middle East Online reported.
The restaurant was at a mall in the capital, Doha. It wasn't immediately clear if the blast was accidental, the online news service said.
Members of Congress to keep receiving porn magazine
Putin thinks Obama would save him if he were drowning