The White House says encampment sweeps have enhanced the capital, but city leaders estimate nearly 700 homeless people roam by day and bed down outdoors by night.

Some of the District of Columbia’s homeless residents were packing their belongings Thursday before expected sweeps to clear out remaining encampments around the nation’s capital, part of President ...