I had shot an arrow from a bow enchanted with power 5, punch 2, flame 1 and infinity 1 to the ground just for fun but then I noticed that after a while I could not pick up that arrow, I shot another arrow to the ground with another bow and I could pick up the arrow threw.
Thats the intended property of arrows shot from an infinity bow - you cannot pick them up.