Firefighters say the fire started in a bedroom closet at a home near Floradora and Poplar, just south of the Fresno City College campus.
Two men inside the home were able to get out. They were transported to the hospital with burns and smoke inhalation.
The fire caused about $80,000 in damage and so far no word on the cause.