It depends on what type of property it is.
One bedrooms in inner city: NEW high quality furniture can increase rent significantly (gumtree can be OK, but tenants like new and fancy)
2-3 bedrooms: generally don't get any extra rent, and it puts off 90% of tenants who already own furniture...