The Flamingos lost 6-5 on penalties against Colombia in the semi-final on Wednesday.
Omamuzo Edafe had the opportunity to send Nigeria into the final but saw her decisive kick come off the post.
Comfort Folorunsho then missed her attempt during sudden death which cost the Flamingos a place in Sunday’s final.