The alarm was raised shortly before 1am at a terraced property in Euston Road.
When the fire appliances arrived they found all the occupants of the flats were safe and accounted for.
A fire brigade spokesman said: "We got the call that persons were reported (inside). But everyone was OK.
"There was slight damage to one of the flats."