 In 2004 , " Crazy in Love " was nominated for three Grammy Awards in the categories of Best R & B Song and Best Rap / Sung Collaboration , which it won , and Record of the Year , which it did not win . A remix of " Crazy in Love " , known as " <unk> in <unk> " ( Maurice 's Nu Soul Mix ) , won the award Best <unk> Recording , Non @-@ Classical for its <unk> , Maurice Joshua . " Crazy in Love " was also recognized at the 2004 ASCAP Pop Music Awards Awards as one of the Most Performed Songs and its publisher , EMI , received the Publisher of the Year award . Vibe magazine 's <unk> Awards recognized the song for <unk> Collaboration in 2003 . In Europe , " Crazy in Love " won the Best Song award at the 2003 MTV Europe Music Awards . " Crazy in Love " won the awards for Best R & B / Urban Track and Best Pop Dance Track at the 22nd Annual International Dance Music Awards in 2003 . It was recognized by Beyoncé ’ s peers in the urban markets , and won the award for Best Collaboration at the BET Awards , where it also received a nomination in the <unk> Choice Awards category in 2004 . " Crazy in Love " was nominated at the 36th NAACP Image Awards for the Outstanding Song award and for Favorite Song at the 2004 Kids ' Choice Awards . 
