Panax trifolius, Dwarf Ginseng
A common plant with showy flowers and leaflets that are stalkless or nearly so.

Panax quinquefolius, American Ginseng
A rare plant with inconspicuous flowers and stalked leaflets.

Sources: The Flora of Delaware, Herbaceous Plants of Maryland.