The Californian-based band's number was followed by Los Del Rio's Macarena at the second spot.
Who Let The Dogs Out by Baha Men and Titanic theme song, My Heart Will Go On by Celine Dion, secured third and fourth places respectively, reports Contactmusic.
Nickelback's Photograph came in at number five.
The complete list of the Most Annoying Songs, compiled by Rolling Stone, are as follows:
1.The Black Eyed Peas -- My Humps
2. Los Del Rio -- Macarena
3. Baha Men -- Who Let The Dogs Out
4. Celine Dion -- My Heart Will Go On
5. Nickelback -- Photograph
6. Lou Bega -- Mambo No. 5
7. James Blunt -- You're Beautiful
8. The Spice Girls -- Wannabe
9. Sisqo -- The Thong Song
10.Cher -- Believe