The brigade was called to Epsom Road at 6:10pm on Saturday evening, believed to have been caused by items left on a hob.
A woman was treated on scene, there are no reports of any other injuries.
A London Fire Brigade spokesperson said: “It’s really important that you don’t leave cooking unattended.”