• "Lose Yourself" is Eminem's Academy Award-winning song from the "8 Mile" soundtrack.

"Lose Yourself" is Eminem's Academy Award-winning song from the "8 Mile" soundtrack. (Photo : Facebook/Eminem)

Among Eminem's chart-topping songs are "Lose Yourself," "Not Afraid," "Without Me" and "Berzerk."  Here are 10 songs featuring the Detroit rapper as a solo artist that ranked high on the Billboard Hot 100 chart:

1. "Lose Yourself"

Released on Sept. 17, 2002, "Lose Yourself" was written solely by Eminem. It became the rapper's first song without a featured artist to rank number 1 on Billboard Hot 100 on Nov. 9, 2002.

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2. "Not Afraid"

"Not Afraid" is from Eminem's seventh studio album "Recovery," which was released on June 21, 2010. It peaked at number 1 on the Billboard Hot 100 chart on May 22, 2010.

3. "Without Me"

Released on May 14, 2002, "Without Me" number 2 on the Billboard Hot 100 chart on June 19, 2002. The song is from Eminem's fourth studio album "The Eminem Show," which was released by Interscope Records, Shady Records and Aftermath Records on May 21, 2002.

4. "Berzerk"

Produced by Rick Rubin, "Berzerk" peaked at number 3 on the Billboard Hot 100 chart on Sept. 14, 2013. It was released on Aug. 27, 2013 from Eminem's eighth studio album titled "The Marshall Mathers LP 2," which was released on Nov. 5, 2013.

5. "Cleanin' Out My Closet"

Eminem co-wrote "Cleanin' Out My Closet" with Jeff Bass. The song was from the rapper's fourth studio album "The Eminem Show," which was released on May 21, 2002, and peaked at number 4 on the Billboard Hot 100 chart on Sept. 21, 2002

6. "The Real Slim Shady"

"The Real Slim Shady" peaked at number 4 on the Billboard Hot 100 chart on June 24, 2000. It was from Eminem's third studio album "The Marshall Mathers LP."

7. "Just Lose It"

"Just Lose It" peaked at number 6 on the Billboard Hot 100 chart on Oct. 30, 2004. It was from Eminem's fifth studio album "Encore."

8. "Rap God"

With 1,560 words in its lyrics, "Rap God" entered the Guinness World Records as the hit single with the most words. From Eminem's "The Marshall Mathers LP 2" album, the song peaked at number 7 on the Billboard Hot 100 chart on Nov. 2, 2013.

9. "When I'm Gone"

"When I'm Gone" is from Eminem's compilation album "Curtain Call: The Hits." It peaked at number 8 on the Billboard Hot 100 chart on Dec. 17, 2005.

10. "We Made You"

"We Made You" peaked at number 9 on the Billboard Hot 100 chart on May 2, 2009. It was from Eminem's sixth studio album "Relapse."

Watch the music video of "Lose Yourself" here: