You could try deleting the iTunes Album Artwork Cache Folder in ~/Music/iTunes/Album Artwork; that’s the iTunes folder in the Music folder in your home folder (the one with your user name and the house icon). It doesn't delete the art, only the cache.
Delete the Cache folder, empty the Trash, quit iTunes and relaunch it. You’ll notice that iTunes lags a bit when displaying a lot of content - it has to extract the artwork from the files, and this takes a bit of time. But over time, the cache will be rebuilt, and this can fix some issues with album artwork displaying incorrectly or being slow.
If you often add music or other content to your iTunes library and remove it, I’d recommend deleting this folder from time to time, if only to save space. It will contain cache files for items you’ve deleted, and it can take up a lot of space.
Still, complaining here are making up surveys is suboptimatal. Go to the Apple Forum I linked to for assistance.