I think the black color brings out her pale skin, and gives her a dominatrix touch.
Billie Eilish, at the start of her career, was popular for her regular style of baggy clothes that mostly had her fully covered and had explained this to be her choice of style.
Billie Eilish Short Garments The singer struck a pose wearing track pants and a crop top.