Well, let's turn the concept on its head and have a "Bad Songs by Good Artists" thread, shall we?
Run for Your Life, The Beatles (off the Rubber Soul album) Accidents Will Happen, Elvis Costello Bike, Pink Floyd (not so much "bad" as "weird") Shellshock, New Order :p