| Artist | Song | Year | Release |
| 2Cellos | "Human Nature" | 2011 | 2Cellos |
| "Smooth Criminal" |
| "They Don't Care About Us" | 2015 | Celloverse |
| 98 Degrees | "She's Out of My Life" | 1998 | 98 Degrees and Rising |
| Adam Rafferty | "I Want You Back" | 2011 | I Remember Michael[1] |
| "Rock with You" |
| "Human Nature" |
| "The Way You Make Me Feel" |
| "I'll Be There" |
| "Thriller" |
| "Liberian Girl" |
| "ABC" |
| "Ben" |
| "Don't Stop 'Til You Get Enough" |
| "The Lady in My Life" |
| "Billie Jean" |
| "She's Out of My Life" |
| "Off the Wall" |
| "Man in the Mirror" |
| Andrew Bissell | "Rock with You" | 2013 | Rockabye Baby! Lullaby Renditions of Michael Jackson |
| "ABC" |
| "Don't Stop 'Til You Get Enough" |
| "The Way You Make Me Feel" |
| "Beat It" |
| "Thriller" |
| "Billie Jean" |
| "Smooth Criminal" |
| "P.Y.T. (Pretty Young Thing)" |
| "Remember the Time" |
| "Man in the Mirror" |
| "You Are Not Alone" |
| "Heal the World" |
| Ashanti | "Rock with You" | 2003 | Coca-Cola Hits 2003[2] |
| Alien Ant Farm | "Smooth Criminal" | 2001 | ANThology |
| Alicia Keys | "We're Almost There" | 2009 | The Element of Freedom |
| Aereogramme | "Thriller" | 2003 | Livers & Lungs EP |
| Al B. Sure! | "The Lady in My Life" | 2009 | Honey I'm Home |
| Ace Young | "Butterflies" | 2006 | American Idol (season 5) |
| Ambelique | "Human Nature" | 1997 | Sings the Classics[3] |
| Aswad | "We've Got a Good Thing Going" | 2002 | Cool Summer Reggae |
| Boyzone | "Ben" | 2001 | Ballads: the Ultimate Love Song Collection 1993-2001[4] |
| Blackstreet | "Billie Jean" | 2003 | No Diggity: The Very Best of Blackstreet |
| Babyface | "Gone Too Soon" | 1997 | MTV Unplugged NYC 1997 |
| Big Daddy | "Billie Jean" | 1985 | Meanwhile...Back In The States[5] |
| Billie Eilish | "Bad" | 2018 | Triple J[6] |
| Boyz II Men | "Got to Be There" | 2007 | Motown: A Journey Through Hitsville USA |
| Boyz II Men | "Human Nature" | 2004 | Throwback, Vol. 1 |
| The Brady Bunch | "Ben" | 1972 | The Kids from the Brady Bunch |
| Brandon Rogers | "Rock with You" | 2007 | American Idol (season 6) |
| Boyce Avenue | "Will You Be There" | 2010 | Influential Sessions 3 |
| Bappi Lahiri | "Billie Jean" | 1984 | Kasam Paida Karne Wale Ki |
| Bappi Lahiri | "Thriller" | 1984 | Kasam Paida Karne Wale Ki |
| Billy Crawford | "Human Nature" | 2009 | Groove |
| Bob Baldwin | "I Wanna Be Where You Are" | 2004 | Brazil Chill |
| Bruno Mars | "Dirty Diana" | 2010 | Project Ethos |
| Bruno Mars | "Rock with You" | 2013 | Moonshine Jungle Tour |
| "Beat It" |
| "Smooth Criminal" |
| "The Way You Make Me Feel" |
| "Man in the Mirror" |
| "Billie Jean" |
| Black Ivory | "I Wanna Be Where You Are" | 1972 | Don't Turn Around |
| Breathe Carolina | "Billie Jean" | 2012 | Punk Goes Pop 5 |
| BWB | "Another Part of Me" | 2013 | Human Nature |
| "Billie Jean" |
| "Human Nature" |
| "Beat It" |
| "Who's Lovin' You" |
| "She's Out of My Life" |
| "Shake Your Body (Down to the Ground)" |
| "The Way You Make Me Feel" |
| "I Can't Help It" |
| "I'll Be There" |
| "Man in the Mirror" |
| Celine Dion | "Bad" | 1988 | Incognito Tournée tour |
| Celine Dion | "Man in the Mirror" | 2011 | Celine - Las Vegas Show |
| "Ben" |
| Chris Cornell | "Billie Jean" | 2007 | Carry On |
| Craig David | "Human Nature" | 2011 | Millennium Stadium |
| Chaka Khan | "Got to Be There" | 1982 | Chaka Khan |
| Coldplay | "Billie Jean" | 2009 | Viva la Vida Tour |
| Carlos Santana | "Smooth Criminal" | | LIVE USA[7] |
| Alvin and the Chipmunks | "Beat It" | 1990 | Rockin' Through the Decades |
| Cyril Cinélu | "Ben" | 2007 | Jusqu'à moi[8] |
| Cristina D'Avena | "Childhood" | 2009 | Magia di Natale |
| Carleen Anderson | "I Wanna Be Where You Are" | 2005 | Soul Providence[9] |
| Chico Freeman | "Liberian Girl" | 1989 | You'll Know When You Get There[10] |
| Cluster | "Smooth Criminal" | 2008 | Enjoy the Silence[11] |
| Caetano Veloso | "Billie Jean" | 1994 | Caetano Canta[12] |
| Cosmos | "Billie Jean" | 2005 | Pa un par[13] |
| Chiranjeevi | "Thriller" | 1985 | Donga OST |
| Cargo | "Rock with You" | 2003 | Jewel[14] |
| Connie Talbot | "Ben" | 2007 | Over the Rainbow |
| Cyrille Aimée | "Off the Wall" | 2015 | It's A Good Day[15] |
| Cleopatra | "I Want You Back" | 1997 | Comin' Atcha |
| Crispin Glover | "Ben" | 2003 | Willard |
| Danny Worsnop | "Man in the Mirror" | 2013 | Thriller: A Metal Tribute to Michael Jackson[16] |
| David Mead | "Human Nature" | 2004 | Indiana |
| Davina | "I Can't Help It" | 1998 | Best of Both Worlds |
| Dick Brave & The Backbeats | "Black or White" | 2003 | Dick This![17] |
| David Foster | "Earth Song" | 2011 | Io Canto[18] |
| Duane Stephenson | "You Are Not Alone" | 2009 | Jackson Lovers[19] |
| David Garrett | "Smooth Criminal" | 2008 | Encore |
| De Smurfen | "They Don't Care About Us" | 1996 | Party House Hits[20] |
| D'Influence | "Rock with You" | 1998 | Rock with You[21] |
| Donnie Elbert | "I Wanna Be Where You Are" | 1972 | Stop in the Name of Love |
| Diana Ross | "Got to Be There" | 2009 | Touch Me in the Morning: Expanded Edition 2010 |
| The Embarrassment | "Don't Stop 'Til You Get Enough" | 1983 | Heyday 1979-1983[22] |
| Elaine Paige | "She's Out of My Life" | 1991 | Love Can Do That |
| Emi Hinouchi | "Rock with You" | 2003 | Crying |
| Enrico Rava | "Speechless" | 2012 | Rava on the Dance Floor |
| "They Don't Care About Us" |
| "Thriller" |
| "Privacy" |
| "Smile" |
| "I Just Can't Stop Loving You/Smooth Criminal" |
| "Little Susie" |
| "Blood on the Dance Floor" |
| "History" |
| Esther Phillips | "We've Got a Good Thing Going" | 1981 | Good Black Is Hard to Crack[23] |
| Easy Star All-Stars | "Wanna Be Startin' Somethin'" | 2012 | Easy Star's Thrillah[24] |
| "Billie Jean" |
| "The Lady in My Life" |
| "Beat It" |
| "The Girl Is Mine" |
| "P.Y.T. (Pretty Young Thing)" |
| "Human Nature" |
| "Baby Be Mine (Michael Jackson song)" |
| "Thriller" |
| Evanescence | "Dirty Diana" | 2016 | Synthesis Live |
| Fall Out Boy, John Mayer | "Beat It" | 2008 | Live in Phoenix |
| Faith No More | "Ben" | 2010 | Live in Indio (Coachella) |
| Faithless | "Billie Jean" | 2000 | Back to Mine: Faithless |
| Flying Pickets | "Billie Jean" | 1992 | The Warning[25] |
| Floetry | "Butterflies" | 2003 | Floacism "Live" |
| Franck Pourcel | "Wanna Be Startin' Somethin'" | 2010 | Chill N' Michael (Tribute To Michael Jackson)[26] |
| From Ashes to New | "Beat it" | 2021 | Quarantine Chronicles vol 3 |
| Myles Frost | "Beat It" | 2022 | MJ The Musical Cast Recording |
| "I'll Be There" |
| "Stranger in Moscow" |
| "I Can't Help It |
| "Wanna Be Startin' Somethin'" |
| "Billie Jean" |
| "Smooth Criminal" |
| "Keep the Faith" |
| "She's Out of My Life" |
| "Human Nature" |
| "Bad" |
| "Thriller" |
| Christian Wilson | "I Want You Back" |
| Tavon Olds-Sample | "You Can't Win" |
| "Can You Feel It?" |
| Ben Gibbard | "Thriller" | 2002 | Crocodile Cafe[27] |
| Gothminister | "Thriller" | 2008 | Happiness In Darkness |
| Gangsta's Paradise | "Bad" | 2009 | Paradise Of A Gangster[28] |
| Gérald De Palmas | "Black or White" | 1995 | La dernière année |
| Grover Washington, Jr. | "I Can't Help It" | 1980 | Skylarkin |
| Ginuwine | "She's Out of My Life" | 1999 | 100%Ginuwine |
| Gary Bartz | "I Wanna Be Where You Are" | 1972 | Juju Street Songs[29] |
| George Benson | "Got to Be There" | 1993 | Love Remembers |
| George Benson | "The Lady in My Life" | 2011 | Guitar Man |
| Glee Cast | "P.Y.T. (Pretty Young Thing)" | 2011 | Glee: The Music, Volume 5 |
| Glee Cast | "Thriller / Heads Will Roll" | 2011 | Glee: The Music, Volume 5 |
| Gela Guralia | "Earth Song" | 2013 | Golos (The Voice) |
| Henry Mancini | "Thriller" | 1989 | Mancini Rocks The Pops[30] |
| Ian Brown | "Billie Jean" | 2000 | Return to the Planet of the Apes[31] |
| Ian Brown | "Thriller" | 2000 | Return to the Planet of the Apes[31] |
| Ice Nine Kills | "Thriller" | 2019 | The Silver Scream: Final Cut |
| Isabel Suckling | "You Are Not Alone" | 2010 | The Choirgirl[32] |
| Imogen Heap | "Thriller" | 2010 | Dermot O'Leary present The Saturday Sessions 2[33] |
| J.Fla | "Billie Jean" | 2018 | Rose[34] |
| "Heal The World" | 2018 | Believer[35] |
| "Smooth Criminal" | 2023 | Memories[36] |
| "Ben" | 2023 | YouTube upload through her official channel[37] |
| Isgaard | "Earth Song" | 2003 | Golden Key[38] |
| Jaime Hinckson | "Human Nature" | 2013 | Take Flight[39] |
| James Morrison | "Man in the Mirror" | 2010 | The Early Show/Songs for You, Truths for Me[40] |
| Jennifer Batten | "Wanna Be Startin' Somethin'" | 1992 | Above Below and Beyond |
| Jessie J | "Rock with You" | 2014 | BBC Radio 1Xtra |
| John Klemmer | "I Can't Help It" | 2005 | Finesse/Magnificent Madness[41] |
| Johnny Mathis | "Love Never Felt So Good" | 1984 | A Special Part of Me |
| "One Day in Your Life" | 1975 | Feelings |
| Julian Coryell | "Don't Stop 'Til You Get Enough" | 1997 | Duality[42] |
| Joe Dolce | "Thriller" | 2001 | Andrew Denton's Musical Challenge |
| Jon Stevens | "Ben" | 2001 | Andrew Denton's Musical Challenge |
| Jette Torp | "Bad" | 1995 | Finn Nørbygaard & Jette Torp, Musik & Fis[43] |
| James Chance and the Contortions | "Don't Stop 'Til You Get Enough" | 1999 | Soul Exorcism[44] |
| Janis Siegel | "I Can't Help It" | 2006 | A Thousand Beautiful Things[45] |
| Josh Groban | "She's Out of My Life" | 2003 | Closer |
| James Morrison | "Man in the Mirror" | 2008 | Songs for You, Truths for Me |
| J.Viewz | "Smooth Criminal" | 2008 | The Besides EP |
| Jason Weaver | "I Wanna Be Where You Are" | 1992 | The Jacksons: An American Dream |
| Junior Reid | "Human Nature" | 1984 | The Original Foreign Mind / Junior Nature[46] |
| James Last | "Don't Stop 'Til You Get Enough" | 1979 | The Non Stop Dancing Sound Of The 80's |
| Jesse Powell | "I Can't Help It" | 2003 | Jesse |
| Jackiem Joyner | "Off The Wall" | 2010 | Jackiem Joyner |
| Jason Derulo | "Human Nature" | 2016 | Greatest Hits |
| Jason Derulo | "Billie Jean" | 2010 | AOL AIM presents: Jason Derülo |
| José Feliciano | "I Wanna Be Where You Are" | 1981 | José Feliciano[47] |
| Janet Kay | "Got to Be There" | 1994 | For the Love of You |
| Joey DeFrancesco | "Thriller" | 2010 | Never Can Say Goodbye: The Music of Michael Jackson |
| "Beat It" |
| "Human Nature" |
| "Rock with You" |
| "She's Out of My Life" |
| "The Way You Make Me Feel" |
| "The Lady in My Life" |
| "Billie Jean" |
| JJ Lin | "I Just Can't Stop Loving You" | 2014 | iTunes Session |
| Elijah Kelley | "You Can't Win" | 2015 | The Wiz Live! Original Soundtrack |
| "Ease on Down the Road" |
| Kieran Hebden | "Thriller" | 2008 | 3rd[48] |
| Kashief Lindo | "I Can't Help It" | 1997 | What Kinda World[49] |
| Kashief Lindo | "She's Out of My Life" | 1997 | What Kinda World[49] |
| Keiko Lee | "I Can't Help It" | 2007 | In Essence[50] |
| Kesang Marstrand | "Say Say Say" | 2008 | Bodega Rose[51] |
| Kaare Norge | "Will You Be There" | 2003 | Kaare Norge| Here Comes the Sun[52] |
| Khalil Fong | "Bad" | 2009 | Timeless |
| Kim Fields | "Dear Michael" | 1984 | Dear Michael[53] |
| Kery James | "Lettre à Mon Public" (contains elements of "Give In to Me") | 2009 | Réel |
| Leon Ware | "I Wanna Be Where You Are" | 2003 | Musical Massage[54] |
| Leningrad Cowboys | "Bad" | 2003 | Global Balalaika Show |
| The Long Ryders | "Billie Jean" | 1989 | Metallic B.O.[55] |
| Laura Pausini | "Thriller" | 2018 | Fatti Sentire World Tour |
| Laura Pausini | "Black or White" | 2011 | Inedito World Tour |
| Laura Pausini | "Heal the World" | 2009 | LP World Tour |
| Leon Thomas | "Got to Be There" | 1973 | Full Circle[56] |
| Leon Thomas | "I Wanna Be Where You Are" | 1973 | Full Circle[56] |
| Leehom Wang | "Man in the Mirror" | 2009 | Man in the Mirror-Single[57] |
| Laura White | "You Are Not Alone" | 2008 | The X Factor Finalists |
| London Symphonic Orchestra | "Billie Jean" | 1995 | The London Symphonic Orchestra - Plays The Music of Michael Jackson[58] |
| "The Girl Is Mine" |
| "Thriller" |
| "I Just Can't Stop Loving You" |
| "The Way You Make Me Feel" |
| "She's Out of My Life" |
| "Beat It" |
| "Ben" |
| "Leave Me Alone" |
| "One Day in Your Life" |
| "Man in the Mirror" |
| "Bad" |
| Mike Post | "Beat It" | 1998 | It's Post Time[59] |
| Melody Fall | "Beat It" | 2008 | Hybrid |
| Mariachi Divas de Cindy Shea | "Ben" | 2010 | Viva La Diva![60] |
| Mariachi Divas de Cindy Shea | "She's Out of My Life" | 2010 | Viva La Diva![60] |
| Marti Webb | "Ben" | 1985 | Single[61] |
| Me First and the Gimme Gimmes | "Ain't No Sunshine" | 2003 | Take a Break (album) |
| "I'll Be There" |
| "Ben" | Single |
| Melissa Manchester | "I Wanna Be Where You Are" | 1977 | Singin'... |
| Mina | "Billie Jean" | 1990 | Ti Conosco Mascherina[62] |
| Miles Davis | "Human Nature" | 1985 | You're Under Arrest |
| Metallica | "Beat It" | 2003, 2009 | Live at the 2003 MTV Video Music Awards and Live at the 2009 Sonisphere Festival in Hockenheimring, Germany |
| Maysa Leak | "I Can't Help It" | 2007 | Feel the Fire |
| Michael Bublé | "Man in the Mirror" | 2010 | Crazy Love Tour |
| "Billie Jean" |
| Marvin Gaye | "I Wanna Be Where You Are" | 1976 | I Want You |
| Madonna | "Billie Jean" | 1985 | The Virgin Tour |
| María Isabel | "You Are Not Alone" | 2010 | The Choirgirl[63] |
| Maysa Leak | "The Lady in My Life" | 2010 | A Woman in Love |
| Milton Nascimento | "Beat It" | 1999 | Crooner[64] |
| Mýa | "The Lady in My Life" | 2000 | Fear of Flying |
| Monday Michiru | "I Wanna Be Where You Are" | 2000 | Soul Source Jackson 5 Remixes |
| Marsha Ambrosius | "Butterflies" | 2011 | Late Nights & Early Mornings |
| MC Lyte | "Keep On, Keepin' On" (contains a sample of "Liberian Girl") | 1996 | Sunset Park soundtrack |
| Morgan Heritage | "The Girl Is Mine" | 2013 | Here Come the Kings |
| Moscow Symphony Orchestra | "Smooth Criminal" | 2010 | Smooth Criminal (single) |
| Miguel | "She's Out of My Life" | 2016 | 58th Annual Grammy Awards |
| Musical Youth | "She's Trouble" | 1983 | Different Style! |
| Nonpoint | "Billie Jean" | 2010 | (Released as a free download) |
| Northern Kings | "They Don't Care About Us" | 2008 | Rethroned |
| Neil Finn | "Billie Jean" | 2001 | Andrew Denton's Musical Challenge |
| Nas | "It Ain't Hard to Tell" (contains a sample of "Human Nature") | 1994 | Illmatic |
| Nina Girado | "She's Out of My Life" | 2009 | Renditions of the Soul |
| Ninja Sex Party | "Rock with You" | 2016 | Under the Covers |
| O'Donel Levy | "I Wanna Be Where You Are" | 1973 | Dawn Of A New Day[65] |
| Perri "Pebbles" Reid | "I Can't Help It" | 2000 | Greatest Hits[66] |
| Pomplamoose | "Beat It" | 2009 | Internet Release[67] |
| Peter White | "Got to Be There" | 2003 | A Twist Of Motown[68] |
| City of Prague Philharmonic Orchestra | "Heal the World" | 1998 | Trumpet Emotions[69] |
| Phantasmic | "Say Say Say" | 1999 | I Light Up Your Life[70] |
| Patti LaBelle | "She's Out of My Life" | 2005 | Classic Moments |
| Paul Anka | "The Way You Make Me Feel" | 2005 | Rock Swings |
| Peter Andre | "She's Out of My Life" | 2010 | Unconditional: Love Songs |
| Percy Faith | "Ben" | 1973 | Clair[71] |
| Prince | "Don't Stop 'Til You Get Enough" | 2011 | Welcome 2 America[72] |
| Quincy Jones | "Rock with You" | 1995 | Q's Jook Joint |
| Quincy Jones | "P.Y.T. (Pretty Young Thing)" | 2010 | Q Soul Bossa Nostra |
| Robbie Fulks | "Ben" | 2010 | Happy[73] |
| "Billie Jean" |
| "Black or White" |
| "Don't Stop 'Til You Get Enough" |
| "Farewell My Summer Love" |
| "Privacy" |
| "Man in the Mirror" |
| "The Girl Is Mine" |
| "The Way You Make Me Feel" |
| Ray Stevens | "Bad" | 1988 | I Never Made a Record I Didn't Like[74] |
| Richard Cheese | "Beat It" | 2004 | I'd Like a Virgin |
| Richard Cheese | "The Girl Is Mine" | 2005 | Aperitif for Destruction |
| Richie Stephens | "I Just Can't Stop Loving You" | 2009 | Jackson Lovers[19] |
| Raintime | "Beat It" | 2007 | Flies & Lies |
| Raffaella Carrà | "Bad" | 1988 | Raffaella Carrá Show |
| "I Just Can't Stop Loving You" |
| Ruben Studdard | "I Can't Help It" | 2009 | Love Is |
| Ramsey Lewis | "Got to Be There" | 1972 | Upendo Ni Pamoja |
| Roselle Nava | "Got to Be There" | 1994 | Roselle |
| Roi Heenok | "Liberian Girl" | 2007 | Cocaïno Rap Musique: Volume 1 |
| R. Kelly | "You Are Not Alone" | 2010 | Love Letter |
| Saliva | "They Don't Care About Us" | 2016 | Love, Lies & Therapy |
| Shaman's Harvest | "Dirty Diana" | 2014 | Smokin' Hearts & Broken Guns |
| Supergrass | "Beat It" | 2008 | Bad Blood |
| Soulwax | "Billie Jean" | 2003 | Hang All DJ's Volume 2[75] |
| The String Cheese Incident | "Don't Stop 'Til You Get Enough" | 2002 | On the Road[76] |
| Stanley Jordan | "The Lady in My Life" | 1991 | Stolen Moments[77] |
| Stig Rossen | "She's Out of My Life" | 1997 | Letters of Love[78] |
| Sybil Lynch | "I Wanna Be Where You Are" | 1989 | Sybil |
| Shinehead | "Billie Jean" | 1986 | Rough & Rugged[79] |
| Shivaree | "Don't Stop 'Til You Get Enough" | 2007 | Tainted Love: Mating Calls and Fight Songs |
| SWV | "Right Here/Human Nature" | 1992 | It's About Time |
| "I Wanna Be Where You Are" | 1998 | Hav Plenty |
| Silk | "The Lady in My Life" | 2006 | Always and Forever |
| Shirley Bassey | "She's Out of My Life" | 1982 | All by Myself |
| Salena Jones | "She's Out of My Life" | 2001 | Those Eyes[80] |
| Sugar Minott | "We've Got a Good Thing Going" | 1981 | Good Thing Going[81] |
| Singing Melody | "Thriller" | 2009 | Jackson Lovers[19] |
| Shakaya | "The Way You Make Me Feel" | 2003 | The Way You Make Me Feel |
| Sergey Lazarev | "Earth Song" | 2005 | Don't Be Fake |
| Sly and Robbie | "Billie Jean" | 2005 | Sly And Robbie's Taxi Sound - Marking 30 Years Of Taxi Records[82] |
| Susan Wong | "Billie Jean" | 2009 | 511 2009 |
| Silvy De Bie | "Ben" | 1990 | Ben |
| Sanchez | "Ben" | 1988 | Loneliness |
| Sid Owen | "We've Got a Good Thing Going" | 2000 | Good Thing Going |
| Siedah Garrett | "Man in the Mirror" | 2003 | Siedah |
| Teresa Teng | "Beat It" | 1999 | 十億個掌聲 Taipei Concert 1984 |
| The Civil Wars | "Billie Jean" | 2011 | Barton Hollow |
| The Unseen | "Beat It" | 1999 | So This Is Freedom? |
| The Impossibles | "Ben" | 1999 | Anthology[83] |
| The Lost Fingers | "Billie Jean" | 2008 | Lost in the 80s |
| Three Days Grace | "Give In to Me" | 2012 | Transit of Venus |
| The Bates | "Billie Jean" | 1995 | Billie Jean |
| Tuck Andress | "Man in the Mirror" | 1990 | Reckless Precision[84] |
| Texas Lightning | "Man in the Mirror" | 2005 | Meanwhile, Back at the Ranch |
| Tarrus Riley | "Human Nature" | 2009 | Jackson Lovers[19] |
| Trijntje Oosterhuis | "Baby Be Mine" | 2009 | Never Can Say Goodbye-Trijntje |Never Can Say Goodbye[85] |
| "Music and Me" |
| "The Lady in My Life" |
| "One Day in Your Life" |
| "I Just Can't Stop Loving You" |
| "Don't Stop 'Til You Get Enough" |
| "Workin' Day and Night" |
| "I Can't Help It" |
| "Rock with You" |
| "Human Nature" |
| "Gone Too Soon" |
| "You Were There" |
| The Boys | "Got to Be There" | 1990 | The Boys |
| The Miracles | "Got to Be There" | 1972 | Flying High Together |
| Terence | "Earth Song" | 2002 | Earth Song (Remix)[86] |
| Tony Succar | "I Want You Back" | 2015 | Unity: The Latin Tribute to Michael Jackson |
| "Billie Jean" |
| "Man in the Mirror" |
| "Sera Que No Me Amas" |
| "Earth Song" |
| "Human Nature" |
| "Todo Mi Amor Eres Tu" |
| "Black or White" |
| "Smooth Criminal" |
| "They Don't Care About Us" |
| "Thriller" |
| "You Are Not Alone" |
| Toro Y Moi | "Human Nature" | 2009 | Chum Onah |
| Toto | "Human Nature" | 2019 | 40 Trips Around the Sun |
| Těžkej Pokondr | "Thriller" | 1996 | Sbohem Tvá Mána |
| The Lovelites | "Got to Be There" | 1990 | Rare 5 |
| Thriller – Live | "Earth Song" | 2020 | [87] |
| Thriller – Live | "Speechless" | 2010 | Speechless |
| Tech N9ne | "The Last Sad Song" (contains a sample of "Give In to Me") | 2009 | The Lost Scripts of K.O.D.[88] |
| The LoveCrave | "Thriller" | 2010 | Digital Download |
| The Weeknd | "Dirty Diana" | 2011 | Echoes of Silence |
| Twice | "I Want You Back" | 2018 | BDZ |
| Uwe Schmidt | "Beat It" | 2003 | Fiesta Songs |
| Usher | "Rock with You" | 2013 | Rock and Roll Hall of Fame |
| Usher | "Gone Too Soon" | 2009 | Michael Jackson memorial service |
| Usha Uthup | "Don't Stop 'Til You Get Enough" | 1981 | Chup Kay Kon Aya Hay |
| Vijay Iyer | "Human Nature" | 2010 | Solo |
| Vijay Iyer Trio | "Human Nature" | 2012 | Accelerando |
| Weezer | "Billie Jean" | 2019 | Weezer (Teal Album) |
| Will Martin | "I Just Can't Stop Loving You" | 2010 | INSPIRATIONS[89] |
| Willie Hutch | "I Wanna Be Where You Are" | 1973 | Fully Exposed |
| Willie Nelson | "She's Out of My Life" | 1984 | City of New Orleans |
| Wayne Wonder | "Heal the World" | 2006 | Don't Have To |
| Xuxa | "Heal the World" | 1992 | No album |
| Xerath | "Speed Demon" | 2011 | Online[90] |
| "Weird Al" Yankovic | "Eat It" (parody of "Beat It") | 1984 | "Weird Al" Yankovic in 3-D |
| "Fat" (parody of "Bad") | 1989 | Even Worse |
| Yngwie Malmsteen | "Beat It" | 2009 | High Impact |
| Yuya Matsushita | "Rock with You" | 2011 | SUPER DRIVE |
| Zulema | "I Wanna Be Where You Are" | 1975 | Zulema[91] |
| Zolof the Rock & Roll Destroyer | "Say Say Say" | 2007 | Duet All Night Long |
| ZAYN | "Man in the Mirror" | 2012 | Up All Night Tour |
| ZAYN | "You Are Not Alone" | 2018 | Jammin Season |
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