The Eminem Show was nominated for Album of the Year at the 45th Grammy Awards .
At the 45th Grammy Awards , the album was nominated for Album of the Year and became Eminem 's third album in four years to win Best Rap Album , and also won him his first Best Music Video for `` Without Me '' .
The Eminem Show