MulTaBench
Collection
Benchmarking multimodal tabular learning with text and images (NeurIPS 2026 Spotlight): leaderboard, 80 datasets and cached embeddings. • 84 items • Updated • 1
Rank int64 1 999 | Title stringlengths 2 61 | Description stringlengths 42 421 | Director stringlengths 3 32 | Actors stringlengths 43 77 | Year int64 2.01k 2.02k | Runtime (Minutes) int64 73 187 | Rating float64 1.9 8.8 | Votes int64 61 1.58M | Revenue (Millions) float64 0 937 ⌀ | Metascore float64 15 100 ⌀ | Genre stringclasses 2
values |
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161 | Mine | After a failed assassination attempt, a soldier finds himself stranded in the desert. Exposed to the elements, he must survive the dangers of the desert and battle the psychological and physical tolls of the treacherous conditions. | Fabio Guaglione | Armie Hammer, Annabelle Wallis,Tom Cullen, Clint Dyer | 2,016 | 106 | 6 | 5,926 | null | 40 | Not Drama |
171 | Nightcrawler | When Louis Bloom, a con man desperate for work, muscles into the world of L.A. crime journalism, he blurs the line between observer and participant to become the star of his own story. | Dan Gilroy | Jake Gyllenhaal, Rene Russo, Bill Paxton, Riz Ahmed | 2,014 | 118 | 7.9 | 332,476 | 32.28 | 76 | Drama |
425 | London Has Fallen | In London for the Prime Minister's funeral, Mike Banning discovers a plot to assassinate all the attending world leaders. | Babak Najafi | Gerard Butler, Aaron Eckhart, Morgan Freeman,Angela Bassett | 2,016 | 99 | 5.9 | 100,702 | 62.4 | 28 | Drama |
466 | Sherlock Holmes: A Game of Shadows | Sherlock Holmes and his sidekick Dr. Watson join forces to outwit and bring down their fiercest adversary, Professor Moriarty. | Guy Ritchie | Robert Downey Jr., Jude Law, Jared Harris, Rachel McAdams | 2,011 | 129 | 7.5 | 357,436 | 186.83 | 48 | Not Drama |
415 | Mechanic: Resurrection | Arthur Bishop thought he had put his murderous past behind him, until his most formidable foe kidnaps the love of his life. Now he is forced to travel the globe to complete three impossible assassinations, and do what he does best: make them look like accidents. | Dennis Gansel | Jason Statham, Jessica Alba, Tommy Lee Jones,Michelle Yeoh | 2,016 | 98 | 5.6 | 48,161 | 21.2 | 38 | Not Drama |
576 | Clash of the Titans | Perseus demigod, son of Zeus, battles the minions of the underworld to stop them from conquering heaven and earth. | Louis Leterrier | Sam Worthington, Liam Neeson, Ralph Fiennes,Jason Flemyng | 2,010 | 106 | 5.8 | 238,206 | 163.19 | 39 | Not Drama |
753 | In Bruges | Guilt-stricken after a job gone wrong, hitman Ray and his partner await orders from their ruthless boss in Bruges, Belgium, the last place in the world Ray wants to be. | Martin McDonagh | Colin Farrell, Brendan Gleeson, Ciarán Hinds,Elizabeth Berrington | 2,008 | 107 | 7.9 | 322,536 | 7.76 | 67 | Drama |
818 | 127 Hours | An adventurous mountain climber becomes trapped under a boulder while canyoneering alone near Moab, Utah and resorts to desperate measures in order to survive. | Danny Boyle | James Franco, Amber Tamblyn, Kate Mara, Sean Bott | 2,010 | 94 | 7.6 | 294,010 | 18.33 | 82 | Drama |
56 | Silence | In the 17th century, two Portuguese Jesuit priests travel to Japan in an attempt to locate their mentor, who is rumored to have committed apostasy, and to propagate Catholicism. | Martin Scorsese | Andrew Garfield, Adam Driver, Liam Neeson,Tadanobu Asano | 2,016 | 161 | 7.3 | 49,190 | 7.08 | 79 | Drama |
851 | 21 | "21" is the fact-based story about six MIT students who were trained to become experts in card counting and subsequently took Vegas casinos for millions in winnings. | Robert Luketic | Jim Sturgess, Kate Bosworth, Kevin Spacey, Aaron Yoo | 2,008 | 123 | 6.8 | 198,395 | 81.16 | 48 | Drama |
633 | The Host | A monster emerges from Seoul's Han River and focuses its attention on attacking people. One victim's loving family does what it can to rescue her from its clutches. | Bong Joon Ho | Kang-ho Song, Hee-Bong Byun, Hae-il Park, Doona Bae | 2,006 | 120 | 7 | 73,491 | 2.2 | 85 | Drama |
214 | Old Boy | Obsessed with vengeance, a man sets out to find out why he was kidnapped and locked into solitary confinement for twenty years without reason. | Spike Lee | Josh Brolin, Elizabeth Olsen, Samuel L. Jackson, Sharlto Copley | 2,013 | 104 | 5.8 | 54,679 | null | 49 | Drama |
69 | Wakefield | A man's nervous breakdown causes him to leave his wife and live in his attic for several months. | Robin Swicord | Bryan Cranston, Jennifer Garner, Beverly D'Angelo,Jason O'Mara | 2,016 | 106 | 7.5 | 291 | 0.01 | 61 | Drama |
427 | Sin City: A Dame to Kill For | Some of Sin City's most hard-boiled citizens cross paths with a few of its more reviled inhabitants. | Frank Miller | Mickey Rourke, Jessica Alba, Josh Brolin, Joseph Gordon-Levitt | 2,014 | 102 | 6.5 | 122,185 | 13.75 | 46 | Not Drama |
472 | Marie Antoinette | The retelling of France's iconic but ill-fated queen, Marie Antoinette. From her betrothal and marriage to Louis XVI at 15 to her reign as queen at 19 and to the end of her reign as queen, and ultimately the fall of Versailles. | Sofia Coppola | Kirsten Dunst, Jason Schwartzman, Rip Torn, Judy Davis | 2,006 | 123 | 6.4 | 83,941 | 15.96 | 65 | Drama |
337 | Silver Linings Playbook | After a stint in a mental institution, former teacher Pat Solitano moves back in with his parents and tries to reconcile with his ex-wife. Things get more challenging when Pat meets Tiffany, a mysterious girl with problems of her own. | David O. Russell | Bradley Cooper, Jennifer Lawrence, Robert De Niro, Jacki Weaver | 2,012 | 122 | 7.8 | 564,364 | 132.09 | 81 | Drama |
32 | Nocturnal Animals | A wealthy art gallery owner is haunted by her ex-husband's novel, a violent thriller she interprets as a symbolic revenge tale. | Tom Ford | Amy Adams, Jake Gyllenhaal, Michael Shannon, Aaron Taylor-Johnson | 2,016 | 116 | 7.5 | 126,030 | 10.64 | 67 | Drama |
72 | Allied | In 1942, a Canadian intelligence officer in North Africa encounters a female French Resistance fighter on a deadly mission behind enemy lines. When they reunite in London, their relationship is tested by the pressures of war. | Robert Zemeckis | Brad Pitt, Marion Cotillard, Jared Harris, Vincent Ebrahim | 2,016 | 124 | 7.1 | 78,079 | 40.07 | 60 | Drama |
350 | Midnight in Paris | While on a trip to Paris with his fiancée's family, a nostalgic screenwriter finds himself mysteriously going back to the 1920s everyday at midnight. | Woody Allen | Owen Wilson, Rachel McAdams, Kathy Bates, Kurt Fuller | 2,011 | 94 | 7.7 | 320,323 | 56.82 | 81 | Not Drama |
426 | The Curious Case of Benjamin Button | Tells the story of Benjamin Button, a man who starts aging backwards with bizarre consequences. | David Fincher | Brad Pitt, Cate Blanchett, Tilda Swinton, Julia Ormond | 2,008 | 166 | 7.8 | 485,075 | 127.49 | 70 | Drama |
924 | No Escape | In their new overseas home, an American family soon finds themselves caught in the middle of a coup, and they frantically look for a safe escape from an environment where foreigners are being immediately executed. | John Erick Dowdle | Lake Bell, Pierce Brosnan, Owen Wilson,Chatchawai Kamonsakpitak | 2,015 | 103 | 6.8 | 57,921 | 27.29 | 38 | Not Drama |
453 | Pandorum | A pair of crew members aboard a spaceship wake up with no knowledge of their mission or their identities. | Christian Alvart | Dennis Quaid, Ben Foster, Cam Gigandet, Antje Traue | 2,009 | 108 | 6.8 | 126,656 | 10.33 | 28 | Not Drama |
12 | Hidden Figures | The story of a team of female African-American mathematicians who served a vital role in NASA during the early years of the U.S. space program. | Theodore Melfi | Taraji P. Henson, Octavia Spencer, Janelle Monáe,Kevin Costner | 2,016 | 127 | 7.8 | 93,103 | 169.27 | 74 | Drama |
527 | Elysium | In the year 2154, the very wealthy live on a man-made space station while the rest of the population resides on a ruined Earth. A man takes on a mission that could bring equality to the polarized worlds. | Neill Blomkamp | Matt Damon, Jodie Foster, Sharlto Copley, Alice Braga | 2,013 | 109 | 6.6 | 358,932 | null | null | Drama |
938 | Super | After his wife falls under the influence of a drug dealer, an everyday guy transforms himself into Crimson Bolt, a superhero with the best intentions, but lacking in heroic skills. | James Gunn | Rainn Wilson, Ellen Page, Liv Tyler, Kevin Bacon | 2,010 | 96 | 6.8 | 64,535 | 0.32 | 50 | Drama |
839 | Exposed | A police detective investigates the truth behind his partner's death. The mysterious case reveals disturbing police corruption and a dangerous secret involving an unlikely young woman. | Gee Malik Linton | Ana de Armas, Keanu Reeves, Christopher McDonald, Mira Sorvino | 2,016 | 102 | 4.2 | 8,409 | null | 23 | Drama |
968 | The Walk | In 1974, high-wire artist Philippe Petit recruits a team of people to help him realize his dream: to walk the immense void between the World Trade Center towers. | Robert Zemeckis | Joseph Gordon-Levitt, Charlotte Le Bon,Guillaume Baillargeon, Émilie Leclerc | 2,015 | 123 | 7.3 | 92,378 | 10.14 | null | Not Drama |
122 | Divergent | In a world divided by factions based on virtues, Tris learns she's Divergent and won't fit in. When she discovers a plot to destroy Divergents, Tris and the mysterious Four must find out what makes Divergents dangerous before it's too late. | Neil Burger | Shailene Woodley, Theo James, Kate Winslet, Jai Courtney | 2,014 | 139 | 6.7 | 362,093 | 150.83 | 48 | Not Drama |
210 | The Girl with All the Gifts | A scientist and a teacher living in a dystopian future embark on a journey of survival with a special young girl named Melanie. | Colm McCarthy | Gemma Arterton, Glenn Close, Dominique Tipper,Paddy Considine | 2,016 | 111 | 6.7 | 23,713 | null | 67 | Drama |
572 | Enchanted | A young maiden in a land called Andalasia, who is prepared to be wed, is sent away to New York City by an evil queen, where she falls in love with a lawyer. | Kevin Lima | Amy Adams, Susan Sarandon, James Marsden, Patrick Dempsey | 2,007 | 107 | 7.1 | 150,353 | 127.71 | 75 | Not Drama |
531 | A Good Year | A British investment broker inherits his uncle's chateau and vineyard in Provence, where he spent much of his childhood. He discovers a new laid-back lifestyle as he tries to renovate the estate to be sold. | Ridley Scott | Russell Crowe, Abbie Cornish, Albert Finney, Marion Cotillard | 2,006 | 117 | 6.9 | 74,674 | 7.46 | 47 | Drama |
608 | Horrible Bosses | Three friends conspire to murder their awful bosses when they realize they are standing in the way of their happiness. | Seth Gordon | Jason Bateman, Charlie Day, Jason Sudeikis, Steve Wiebe | 2,011 | 98 | 6.9 | 368,556 | 117.53 | 57 | Not Drama |
528 | The Green Inferno | A group of student activists travels to the Amazon to save the rain forest and soon discover that they are not alone, and that no good deed goes unpunished. | Eli Roth | Lorenza Izzo, Ariel Levy, Aaron Burns, Kirby Bliss Blanton | 2,013 | 100 | 5.4 | 26,461 | 7.19 | 38 | Not Drama |
609 | Mommy | A widowed single mother, raising her violent son alone, finds new hope when a mysterious neighbor inserts herself into their household. | Xavier Dolan | Anne Dorval, Antoine-Olivier Pilon, Suzanne Clément,Patrick Huard | 2,014 | 139 | 8.1 | 33,560 | 3.49 | 74 | Drama |
369 | The Amazing Spider-Man | After Peter Parker is bitten by a genetically altered spider, he gains newfound, spider-like powers and ventures out to solve the mystery of his parent's mysterious death. | Marc Webb | Andrew Garfield, Emma Stone, Rhys Ifans, Irrfan Khan | 2,012 | 136 | 7 | 474,320 | 262.03 | 66 | Not Drama |
869 | Diary of a Wimpy Kid: Rodrick Rules | Back in middle school after summer vacation, Greg Heffley and his older brother Rodrick must deal with their parents' misguided attempts to have them bond. | David Bowers | Zachary Gordon, Devon Bostick, Robert Capron,Rachael Harris | 2,011 | 99 | 6.6 | 20,194 | 52.69 | 51 | Not Drama |
909 | Slither | A small town is taken over by an alien plague, turning residents into zombies and all forms of mutant monsters. | James Gunn | Nathan Fillion, Elizabeth Banks, Michael Rooker, Don Thompson | 2,006 | 95 | 6.5 | 64,351 | 7.77 | 69 | Not Drama |
305 | She's Out of My League | An average Joe meets the perfect woman, but his lack of confidence and the influence of his friends and family begin to pick away at the relationship. | Jim Field Smith | Jay Baruchel, Alice Eve, T.J. Miller, Mike Vogel | 2,010 | 104 | 6.4 | 105,619 | 31.58 | 46 | Not Drama |
30 | Assassin's Creed | When Callum Lynch explores the memories of his ancestor Aguilar and gains the skills of a Master Assassin, he discovers he is a descendant of the secret Assassins society. | Justin Kurzel | Michael Fassbender, Marion Cotillard, Jeremy Irons,Brendan Gleeson | 2,016 | 115 | 5.9 | 112,813 | 54.65 | 36 | Drama |
157 | Pacific Rim | As a war between humankind and monstrous sea creatures wages on, a former pilot and a trainee are paired up to drive a seemingly obsolete special weapon in a desperate effort to save the world from the apocalypse. | Guillermo del Toro | Idris Elba, Charlie Hunnam, Rinko Kikuchi,Charlie Day | 2,013 | 131 | 7 | 400,519 | 101.79 | 64 | Not Drama |
727 | Friends with Benefits | A young man and woman decide to take their friendship to the next level without becoming a couple, but soon discover that adding sex only leads to complications. | Will Gluck | Mila Kunis, Justin Timberlake, Patricia Clarkson, Jenna Elfman | 2,011 | 109 | 6.6 | 286,543 | 55.8 | 63 | Not Drama |
880 | Wrath of the Titans | Perseus braves the treacherous underworld to rescue his father, Zeus, captured by his son, Ares, and brother Hades who unleash the ancient Titans upon the world. | Jonathan Liebesman | Sam Worthington, Liam Neeson, Rosamund Pike, Ralph Fiennes | 2,012 | 99 | 5.8 | 159,230 | 83.64 | 37 | Not Drama |
261 | Birdman or (The Unexpected Virtue of Ignorance) | Illustrated upon the progress of his latest Broadway play, a former popular actor's struggle to cope with his current life as a wasted actor is shown. | Alejandro González Iñárritu | Michael Keaton, Zach Galifianakis,Edward Norton, Andrea Riseborough | 2,014 | 119 | 7.8 | 440,299 | 42.34 | 88 | Drama |
722 | Wild | A chronicle of one woman's 1,100-mile solo hike undertaken as a way to recover from a recent personal tragedy. | Jean-Marc Vallée | Reese Witherspoon, Laura Dern, Gaby Hoffmann,Michiel Huisman | 2,014 | 115 | 7.1 | 95,553 | 37.88 | 76 | Drama |
907 | Hello, My Name Is Doris | A self-help seminar inspires a sixty-something woman to romantically pursue her younger co-worker. | Michael Showalter | Sally Field, Max Greenfield, Tyne Daly, Wendi McLendon-Covey | 2,015 | 95 | 6.7 | 12,361 | 14.44 | 63 | Drama |
4 | Sing | In a city of humanoid animals, a hustling theater impresario's attempt to save his theater with a singing competition becomes grander than he anticipates even as its finalists' find that their lives will never be the same. | Christophe Lourdelet | Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson | 2,016 | 108 | 7.2 | 60,545 | 270.32 | 59 | Not Drama |
478 | Pet | A psychological thriller about a man who bumps into an old crush and subsequently becomes obsessed with her, leading him to hold her captive underneath the animal shelter where he works. ... See full summary » | Carles Torrens | Dominic Monaghan, Ksenia Solo, Jennette McCurdy,Da'Vone McDonald | 2,016 | 94 | 5.7 | 8,404 | null | 48 | Not Drama |
877 | Warm Bodies | After a highly unusual zombie saves a still-living girl from an attack, the two form a relationship that sets in motion events that might transform the entire lifeless world. | Jonathan Levine | Nicholas Hoult, Teresa Palmer, John Malkovich,Analeigh Tipton | 2,013 | 98 | 6.9 | 193,579 | 66.36 | 59 | Not Drama |
721 | Nymphomaniac: Vol. II | The continuation of Joe's sexually dictated life delves into the darker aspects of her adulthood, obsessions and what led to her being in Seligman's care. | Lars von Trier | Charlotte Gainsbourg, Stellan Skarsgård, Willem Dafoe, Jamie Bell | 2,013 | 123 | 6.7 | 65,824 | 0.33 | 60 | Drama |
202 | A Cure for Wellness | An ambitious young executive is sent to retrieve his company's CEO from an idyllic but mysterious "wellness center" at a remote location in the Swiss Alps, but soon suspects that the spa's treatments are not what they seem. | Gore Verbinski | Dane DeHaan, Jason Isaacs, Mia Goth, Ivo Nandi | 2,016 | 146 | 6.5 | 12,193 | 8.1 | 47 | Drama |
206 | X: First Class | In 1962, the United States government enlists the help of Mutants with superhuman abilities to stop a malicious dictator who is determined to start World War III. | Matthew Vaughn | James McAvoy, Michael Fassbender, Jennifer Lawrence, Kevin Bacon | 2,011 | 132 | 7.8 | 550,011 | 146.41 | 65 | Not Drama |
270 | Satanic | Four friends on their way to Coachella stop off in Los Angeles to tour true-crime occult sites, only to encounter a mysterious young runaway who puts them on a terrifying path to ultimate horror. | Jeffrey G. Hunt | Sarah Hyland, Steven Krueger, Justin Chon, Clara Mamet | 2,016 | 85 | 3.7 | 2,384 | null | null | Not Drama |
9 | The Lost City of Z | A true-life drama, centering on British explorer Col. Percival Fawcett, who disappeared while searching for a mysterious city in the Amazon in the 1920s. | James Gray | Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland | 2,016 | 141 | 7.1 | 7,188 | 8.01 | 78 | Not Drama |
936 | Talladega Nights: The Ballad of Ricky Bobby | #1 NASCAR driver Ricky Bobby stays atop the heap thanks to a pact with his best friend and teammate, Cal Naughton, Jr. But when a French Formula One driver, makes his way up the ladder, Ricky Bobby's talent and devotion are put to the test. | Adam McKay | Will Ferrell, John C. Reilly, Sacha Baron Cohen, Gary Cole | 2,006 | 108 | 6.6 | 137,502 | 148.21 | 66 | Not Drama |
464 | Predestination | For his final assignment, a top temporal agent must pursue the one criminal that has eluded him throughout time. The chase turns into a unique, surprising and mind-bending exploration of love, fate, identity and time travel taboos. | Michael Spierig | Ethan Hawke, Sarah Snook, Noah Taylor, Madeleine West | 2,014 | 97 | 7.5 | 187,760 | null | 69 | Drama |
719 | Noah | A man is chosen by his world's creator to undertake a momentous mission before an apocalyptic flood cleanses the world. | Darren Aronofsky | Russell Crowe, Jennifer Connelly, Anthony Hopkins, Emma Watson | 2,014 | 138 | 5.8 | 209,700 | 101.16 | 68 | Drama |
862 | Koe no katachi | The story revolves around Nishimiya Shoko, a grade school student who has impaired hearing. She transfers into a new school, where she is bullied by her classmates, especially Ishida Shouya... See full summary » | Naoko Yamada | Miyu Irino, Saori Hayami, Aoi Yuki, Kenshô Ono | 2,016 | 129 | 8.4 | 2,421 | null | 80 | Drama |
716 | Happy Feet | Into the world of the Emperor Penguins, who find their soul mates through song, a penguin is born who cannot sing. But he can tap dance something fierce! | George Miller | Elijah Wood, Brittany Murphy, Hugh Jackman, Robin Williams | 2,006 | 108 | 6.5 | 141,141 | 197.99 | 77 | Not Drama |
75 | Zootopia | In a city of anthropomorphic animals, a rookie bunny cop and a cynical con artist fox must work together to uncover a conspiracy. | Byron Howard | Ginnifer Goodwin, Jason Bateman, Idris Elba, Jenny Slate | 2,016 | 108 | 8.1 | 296,853 | 341.26 | 78 | Not Drama |
735 | Mr. Church | "Mr. Church" tells the story of a unique friendship that develops when a little girl and her dying mother retain the services of a talented cook - Henry Joseph Church. What begins as a six month arrangement instead spans into fifteen years and creates a family bond that lasts forever. | Bruce Beresford | Eddie Murphy, Britt Robertson, Natascha McElhone, Xavier Samuel | 2,016 | 104 | 7.7 | 16,163 | 0.69 | 37 | Drama |
975 | Queen of Katwe | A Ugandan girl sees her world rapidly change after being introduced to the game of chess. | Mira Nair | Madina Nalwanga, David Oyelowo, Lupita Nyong'o, Martin Kabanza | 2,016 | 124 | 7.4 | 6,753 | 8.81 | 73 | Drama |
204 | Iron Man | After being held captive in an Afghan cave, billionaire engineer Tony Stark creates a unique weaponized suit of armor to fight evil. | Jon Favreau | Robert Downey Jr., Gwyneth Paltrow, Terrence Howard, Jeff Bridges | 2,008 | 126 | 7.9 | 737,719 | 318.3 | 79 | Not Drama |
100 | The Departed | An undercover cop and a mole in the police attempt to identify each other while infiltrating an Irish gang in South Boston. | Martin Scorsese | Leonardo DiCaprio, Matt Damon, Jack Nicholson, Mark Wahlberg | 2,006 | 151 | 8.5 | 937,414 | 132.37 | 85 | Drama |
321 | Step Up | Tyler Gage receives the opportunity of a lifetime after vandalizing a performing arts school, gaining him the chance to earn a scholarship and dance with an up and coming dancer, Nora. | Anne Fletcher | Channing Tatum, Jenna Dewan Tatum, Damaine Radcliff, De'Shawn Washington | 2,006 | 104 | 6.5 | 95,960 | 65.27 | 48 | Drama |
34 | Deadpool | A fast-talking mercenary with a morbid sense of humor is subjected to a rogue experiment that leaves him with accelerated healing powers and a quest for revenge. | Tim Miller | Ryan Reynolds, Morena Baccarin, T.J. Miller, Ed Skrein | 2,016 | 108 | 8 | 627,797 | 363.02 | 65 | Not Drama |
139 | Shutter Island | In 1954, a U.S. marshal investigates the disappearance of a murderess who escaped from a hospital for the criminally insane. | Martin Scorsese | Leonardo DiCaprio, Emily Mortimer, Mark Ruffalo,Ben Kingsley | 2,010 | 138 | 8.1 | 855,604 | 127.97 | 63 | Not Drama |
577 | The Finest Hours | The Coast Guard makes a daring rescue attempt off the coast of Cape Cod after a pair of oil tankers are destroyed during a blizzard in 1952. | Craig Gillespie | Chris Pine, Casey Affleck, Ben Foster, Eric Bana | 2,016 | 117 | 6.8 | 44,425 | 27.55 | 58 | Drama |
74 | Collateral Beauty | Retreating from life after a tragedy, a man questions the universe by writing to Love, Time and Death. Receiving unexpected answers, he begins to see how these things interlock and how even loss can reveal moments of meaning and beauty. | David Frankel | Will Smith, Edward Norton, Kate Winslet, Michael Peña | 2,016 | 97 | 6.8 | 43,977 | 30.98 | 23 | Drama |
685 | Seven Pounds | A man with a fateful secret embarks on an extraordinary journey of redemption by forever changing the lives of seven strangers. | Gabriele Muccino | Will Smith, Rosario Dawson, Woody Harrelson,Michael Ealy | 2,008 | 123 | 7.7 | 245,144 | 69.95 | 36 | Drama |
489 | Focus | In the midst of veteran con man Nicky's latest scheme, a woman from his past - now an accomplished femme fatale - shows up and throws his plans for a loop. | Glenn Ficarra | Will Smith, Margot Robbie, Rodrigo Santoro, Adrian Martinez | 2,015 | 105 | 6.6 | 166,489 | 53.85 | 56 | Drama |
908 | Ocean's Thirteen | Danny Ocean rounds up the boys for a third heist, after casino owner Willy Bank double-crosses one of the original eleven, Reuben Tishkoff. | Steven Soderbergh | George Clooney, Brad Pitt, Matt Damon,Michael Mantell | 2,007 | 122 | 6.9 | 269,581 | 117.14 | 62 | Not Drama |
269 | X-Men Origins: Wolverine | A look at Wolverine's early life, in particular his time with the government squad Team X and the impact it will have on his later years. | Gavin Hood | Hugh Jackman, Liev Schreiber, Ryan Reynolds, Danny Huston | 2,009 | 107 | 6.7 | 388,447 | 179.88 | 40 | Not Drama |
532 | Friend Request | When a college student unfriends a mysterious girl online, she finds herself fighting a demonic presence that wants to make her lonely by killing her closest friends. | Simon Verhoeven | Alycia Debnam-Carey, William Moseley, Connor Paolo, Brit Morgan | 2,016 | 92 | 5.4 | 12,758 | 64.03 | 59 | Not Drama |
625 | Taken 3 | Ex-government operative Bryan Mills is accused of a ruthless murder he never committed or witnessed. As he is tracked and pursued, Mills brings out his particular set of skills to find the true killer and clear his name. | Olivier Megaton | Liam Neeson, Forest Whitaker, Maggie Grace,Famke Janssen | 2,014 | 109 | 6 | 144,715 | 89.25 | 26 | Not Drama |
883 | Transcendence | A scientist's drive for artificial intelligence, takes on dangerous implications when his consciousness is uploaded into one such program. | Wally Pfister | Johnny Depp, Rebecca Hall, Morgan Freeman, Cillian Murphy | 2,014 | 119 | 6.3 | 184,564 | 23.01 | 42 | Drama |
945 | Riddick | Left for dead on a sun-scorched planet, Riddick finds himself up against an alien race of predators. Activating an emergency beacon alerts two ships: one carrying a new breed of mercenary, the other captained by a man from Riddick's past. | David Twohy | Vin Diesel, Karl Urban, Katee Sackhoff, Jordi Mollà | 2,013 | 119 | 6.4 | 132,098 | 42 | 49 | Not Drama |
967 | L'odyssée | Highly influential and a fearlessly ambitious pioneer, innovator, filmmaker, researcher and conservationist, Jacques-Yves Cousteau's aquatic adventure covers roughly thirty years of an inarguably rich in achievements life. | Jérôme Salle | Lambert Wilson, Pierre Niney, Audrey Tautou,Laurent Lucas | 2,016 | 122 | 6.7 | 1,810 | null | 70 | Not Drama |
783 | Mr. Brooks | A psychological thriller about a man who is sometimes controlled by his murder-and-mayhem-loving alter ego. | Bruce A. Evans | Kevin Costner, Demi Moore, William Hurt, Dane Cook | 2,007 | 120 | 7.3 | 128,146 | 28.48 | 45 | Drama |
40 | 5- 25- 77 | Alienated, hopeful-filmmaker Pat Johnson's epic story growing up in rural Illinois, falling in love, and becoming the first fan of the movie that changed everything. | Patrick Read Johnson | John Francis Daley, Austin Pendleton, Colleen Camp, Neil Flynn | 2,007 | 113 | 7.1 | 241 | null | null | Drama |
288 | Jupiter Ascending | A young woman discovers her destiny as an heiress of intergalactic nobility and must fight to protect the inhabitants of Earth from an ancient and destructive industry. | Lana Wachowski | Channing Tatum, Mila Kunis,Eddie Redmayne, Sean Bean | 2,015 | 127 | 5.3 | 150,121 | 47.38 | 40 | Not Drama |
412 | Pitch Perfect 2 | After a humiliating command performance at The Kennedy Center, the Barden Bellas enter an international competition that no American group has ever won in order to regain their status and right to perform. | Elizabeth Banks | Anna Kendrick, Rebel Wilson, Hailee Steinfeld,Brittany Snow | 2,015 | 115 | 6.5 | 108,306 | 183.44 | 63 | Not Drama |
264 | Nymphomaniac: Vol. I | A self-diagnosed nymphomaniac recounts her erotic experiences to the man who saved her after a beating. | Lars von Trier | Charlotte Gainsbourg, Stellan Skarsgård, Stacy Martin, Shia LaBeouf | 2,013 | 117 | 7 | 90,556 | 0.79 | 64 | Drama |
571 | The Other Woman | After discovering her boyfriend is married, Carly soon meets the wife he's been betraying. And when yet another love affair is discovered, all three women team up to plot revenge on the three-timing S.O.B. | Nick Cassavetes | Cameron Diaz, Leslie Mann, Kate Upton, Nikolaj Coster-Waldau | 2,014 | 109 | 6 | 110,825 | 83.91 | 39 | Not Drama |
85 | Furious Seven | Deckard Shaw seeks revenge against Dominic Toretto and his family for his comatose brother. | James Wan | Vin Diesel, Paul Walker, Dwayne Johnson, Jason Statham | 2,015 | 137 | 7.2 | 301,249 | 350.03 | 67 | Not Drama |
342 | Looper | In 2074, when the mob wants to get rid of someone, the target is sent into the past, where a hired gun awaits - someone like Joe - who one day learns the mob wants to 'close the loop' by sending back Joe's future self for assassination. | Rian Johnson | Joseph Gordon-Levitt, Bruce Willis, Emily Blunt, Paul Dano | 2,012 | 119 | 7.4 | 452,369 | 66.47 | 84 | Drama |
201 | Edge of Tomorrow | A soldier fighting aliens gets to relive the same day over and over again, the day restarting every time he dies. | Doug Liman | Tom Cruise, Emily Blunt, Bill Paxton, Brendan Gleeson | 2,014 | 113 | 7.9 | 471,815 | 100.19 | 71 | Not Drama |
560 | Idiocracy | Private Joe Bauers, the definition of "average American", is selected by the Pentagon to be the guinea pig for a top-secret hibernation program. Forgotten, he awakes five centuries in the future. He discovers a society so incredibly dumbed down that he's easily the most intelligent person alive. | Mike Judge | Luke Wilson, Maya Rudolph, Dax Shepard, Terry Crews | 2,006 | 84 | 6.6 | 115,355 | 0.44 | 66 | Not Drama |
987 | Final Destination 5 | Survivors of a suspension-bridge collapse learn there's no way you can cheat Death. | Steven Quale | Nicholas D'Agosto, Emma Bell, Arlen Escarpeta, Miles Fisher | 2,011 | 92 | 5.9 | 88,000 | 42.58 | 50 | Not Drama |
952 | The Descendants | A land baron tries to reconnect with his two daughters after his wife is seriously injured in a boating accident. | Alexander Payne | George Clooney, Shailene Woodley, Amara Miller, Nick Krause | 2,011 | 115 | 7.3 | 211,348 | 82.62 | 84 | Drama |
889 | Piranha 3D | After a sudden underwater tremor sets free scores of the prehistoric man-eating fish, an unlikely group of strangers must band together to stop themselves from becoming fish food for the area's new razor-toothed residents. | Alexandre Aja | Elisabeth Shue, Jerry O'Connell, Richard Dreyfuss,Ving Rhames | 2,010 | 88 | 5.5 | 75,262 | 25 | 53 | Not Drama |
137 | No Country for Old Men | Violence and mayhem ensue after a hunter stumbles upon a drug deal gone wrong and more than two million dollars in cash near the Rio Grande. | Ethan Coen | Tommy Lee Jones, Javier Bardem, Josh Brolin, Woody Harrelson | 2,007 | 122 | 8.1 | 660,286 | 74.27 | 91 | Drama |
455 | I Am Number Four | Aliens and their Guardians are hiding on Earth from intergalactic bounty hunters. They can only be killed in numerical order, and Number Four is next on the list. This is his story. | D.J. Caruso | Alex Pettyfer, Timothy Olyphant, Dianna Agron, Teresa Palmer | 2,011 | 109 | 6.1 | 202,682 | 55.09 | 36 | Not Drama |
671 | Devil's Knot | The savage murders of three young children sparks a controversial trial of three teenagers accused of killing the kids as part of a satanic ritual. | Atom Egoyan | Colin Firth, Reese Witherspoon, Alessandro Nivola,James Hamrick | 2,013 | 114 | 6.1 | 15,514 | null | 42 | Drama |
810 | USS Indianapolis: Men of Courage | During World War II, an American navy ship is sunk by a Japanese submarine leaving 300 crewmen stranded in shark infested waters. | Mario Van Peebles | Nicolas Cage, Tom Sizemore, Thomas Jane,Matt Lanter | 2,016 | 128 | 5.2 | 4,964 | null | 30 | Drama |
549 | Chuck | A drama inspired by the life of heavyweight boxer Chuck Wepner. | Philippe Falardeau | Elisabeth Moss, Naomi Watts, Ron Perlman, Liev Schreiber | 2,016 | 98 | 6.8 | 391 | 0.11 | 68 | Drama |
357 | Demain tout commence | Samuel parties hard in the Marseille area of France and is awoken one morning by a woman carrying a baby she claims is his. She drives off leaving him with a wailing infant; he gives chase ... See full summary » | Hugo Gélin | Omar Sy, Clémence Poésy, Antoine Bertrand, Ashley Walters | 2,016 | 118 | 7.4 | 5,496 | null | null | Drama |
595 | Daddy's Home | Brad Whitaker is a radio host trying to get his stepchildren to love him and call him Dad. But his plans turn upside down when their biological father, Dusty Mayron, returns. | Sean Anders | Will Ferrell, Mark Wahlberg, Linda Cardellini, Thomas Haden Church | 2,015 | 96 | 6.1 | 68,306 | 150.32 | 42 | Not Drama |
205 | Allegiant | After the earth-shattering revelations of Insurgent, Tris must escape with Four beyond the wall that encircles Chicago, to finally discover the shocking truth of the world around them. | Robert Schwentke | Shailene Woodley, Theo James, Jeff Daniels,Naomi Watts | 2,016 | 120 | 5.7 | 70,504 | 66 | 33 | Not Drama |
683 | Love & Friendship | Lady Susan Vernon takes up temporary residence at her in-laws' estate and, while there, is determined to be a matchmaker for her daughter Frederica -- and herself too, naturally. | Whit Stillman | Kate Beckinsale, Chloë Sevigny, Xavier Samuel,Emma Greenwell | 2,016 | 90 | 6.5 | 16,164 | 14.01 | 87 | Drama |
88 | Avatar | A paraplegic marine dispatched to the moon Pandora on a unique mission becomes torn between following his orders and protecting the world he feels is his home. | James Cameron | Sam Worthington, Zoe Saldana, Sigourney Weaver, Michelle Rodriguez | 2,009 | 162 | 7.8 | 935,408 | 760.51 | 83 | Not Drama |
Part of MulTaBench, a benchmark for multimodal tabular learning.
Paper: MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image · Leaderboard: multabench/leaderboard
GenreLoad the benchmark splits with multabench.load_split("BIN_TEXT_IMDB_GENRE", fold=0).
| Column | Type |
|---|---|
| Rank | int |
| Title | string |
| Description | string |
| Director | string |
| Actors | string |
| Year | int |
| Runtime (Minutes) | int |
| Rating | float |
| Votes | int |
| Revenue (Millions) | float |
| Metascore | float |
| Genre | string |
@misc{arazi2026multabenchbenchmarkingmultimodaltabular,
title={MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image},
author={Alan Arazi and Eilam Shapira and Shoham Grunblat and Mor Ventura and Elad Hoffer and Gioia Blayer and David Holzmüller and Lennart Purucker and Gaël Varoquaux and Frank Hutter and Roi Reichart},
year={2026},
eprint={2605.10616},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2605.10616},
}