Eminem has seven songs with himself as the main artist and a female singer as a featured artist that ranked high on Billboard Hot 100.
1. "Love the Way You Lie" featuring Rihanna
"Love the Way You Lie" peaked at number 1 on Billboard Hot 100 on July 31, 2010. It is from Eminem's seventh studio album "Recovery," which was released on June 21, 2010.
2. "The Monster" featuring Rihanna
"The Monster" peaked at number 1 on Billboard Hot 100 on Dec. 31, 2013. It is from Eminem's eighth studio album "The Marshall Mathers LP 2," which was released on Nov. 5, 2013.
3. "Guts over Fear" featuring Sia Furler
Released on Aug. 25, 2014, "Guts over Fear" peaked at number 22 on Billboard Hot 100 on Sept. 13, 2014. It was from the soundtrack to the 2014 action film "The Equalizer," which starred Denzel Washington, Chloe Grace Moretz, Bill Pullman, Melissa Leo, Marton Csokas and David Harbour, among others.
"Guts over Fear" is from Eminem's hip hop compilation album titled "SHADYXV." The album was released on Aug. 25, 2014.
4. "Stan" featuring Dido
"Stan" peaked at number 51 on Billboard Hot 100 on Dec. 2 2000. It was from Eminem's third studio album titled "The Marshall Mathers LP," which was released on May 23, 2000.
5. "Won't Back Down" featuring Pink
Released on June 18, 2010, "Won't Back Down" peaked at number 62 on Billboard Hot 100 on July 10, 2010. It was from Eminem's seventh studio album "Recovery," which was released on June 21, 2010.
6. "Kings Never Die" featuring Gwen Stefani
"Kings Never Die" peaked at number 80 on Billboard Hot 100 on Aug. 1, 2015. The collaboration song was from the soundtrack to the boxing film "Southpaw," which starred Jake Gyllenhaal, Rachel McAdams, Forest Whitaker and 50 Cent, among others.
7. "Beautiful Pain" featuring Sia Furler
"Beautiful Pain" peaked at number 99 on Billboard Hot 100 on Nov. 23, 2013. The song was from "The Marshall Mathers LP 2."
Watch the music video of "Love the Way You Lie" here: