ITunes applying wrong album artwork when music is transferred to iPhone?

I have music in my iTunes library, I want to put this on my iPhone. I check in my library to see if the correct artwork is there, it is. Then when I put the music onto my phone, It has the artwork of another album I also have. I have tried several different albums to see if this would keep happening and it does. Is there any solution to this?

I have the same problem but only for some albums, not all.

trying to sync from itumes to iphone 5 with most recent ios.