It happened at 9:30 a.m. Thursday at the rear of the house at 2819 Wharton Street.
Fire officials say the row house was vacant, and that falling debris from the collapse damaged the house next door, at 2817.
No one was injured.
Officials from Philadelphia's Department of Licenses and Inspections are investigating.
