Music doesn't display the artist name under each song separately

Music under iphone 6 doesn't display the artist name under each song separately in the album. However, when I play that song from the album, it shows the artist name. I can even sort the songs using Artist name. This problem I am facing under IOS 8. I only want the Artist name to be displayed underneath the song in the album itself.

Earlier when I was using IOS 6 under another device, it was showing all the songs with the Artist name separately under the album. Not able to fix the issue.