| Award | Year | Category | Song or Album |
|---|---|---|---|
| Best Rap/Sung Collaboration | 2008 | "Umbrella" (with JAY-Z) | Umbrella |
| Best Dance Recording | 2009 | "Disturbia" | Good Girl Gone Bad: Reloaded |
| Best Rap/Sung Collaboration | 2010 | "Run This Town" (with JAY-Z and Kanye West) | The Blueprint 3 |
| Best R&B Song | 2011 | "Need You Now" (written for Charice Pempengco) | Charice |
| Best Rap/Sung Collaboration | 2012 | "Talk That Talk" (with JAY-Z) | Talk That Talk |
| Best Urban Contemporary Album | 2013 | Unapologetic | Unapologetic |
| Best Music Video | 2016 | "Alright" (as featured artist) | To Pimp a Butterfly |
| Best Rap Performance | 2017 | "LOYALTY." (as featured artist) | DAMN. |
| Best Rap Song | 2018 | "LOYALTY." (as featured artist) | DAMN. |