Qatar's dismal showing means they became the first host nation to exit the tournament with three group-stage losses, finishing bottom with no points.
The Dutch, who failed to qualify four years ago, progress to the last 16 with an unbeaten record and face the United States next.
African champions Senegal beat Ecuador to clinch second place and will come up against England.
PSV Eindhoven winger Gakpo has...