The incident happened at 8.20pm on Wednesday evening on Darfield Road.
Several armed response vehicles and officers were sent to the scene but no weapons were found or suspects arrested, and police believe the report to have been a hoax.
On Monday night, shots were fired at a house in Harehills following a street fight which police believe may have been linked. Nobody was injured in the incident.