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Best Curious Movies

Ranked by how strongly each film carries the visual signature of curious cinema — measured across 1,413 indexed frames from 20 films, against a 404,689-frame catalogue baseline. Not by box office, and not by vote.

Curious films over-index on striped shirt, boy and mountain — the objects that make the genre recognisable before a line is spoken.

  1. 1

    Monster House (2006)

    Gil KenanDP Xavier GrobetIMDb 6.7TMDB 6.7See in full on FrameThrower →

    13-year-old DJ is observing his neighbor Nebbercracker on the other side of the street in the suburb that destroys tricycles of children that trespass his lawn. When DJ's parents travel on the eve of Halloween and the abusive babysitter Zee stays with him, he calls his clumsy best friend Chowder to play basketball. But when the ball falls in Nebbercracker's lawn, the old man has a heart attack, and soon they find that the house is a monster. Later the boys rescue the smart Jenny from the house and the trio unsuccessfully tries to convince the babysitter, her boyfriend Bones and two police officers that the haunted house is a monster, but nobody believes them. The teenagers ask their video-game addicted acquaintance Skull how to destroy the house, and they disclose its secret on the Halloween night.

  2. 2

    Don’t Worry Darling (2022)

    Olivia WildeDP Matthew LibatiqueIMDb 6.3TMDB 6.8See in full on FrameThrower →

    Alice and Jack are lucky to be living in the idealized community of Victory, the experimental company town housing the men who work for the top-secret Victory Project and their families. But when cracks in their idyllic life begin to appear, exposing flashes of something much more sinister lurking beneath the attractive façade, Alice can’t help questioning exactly what they’re doing in Victory, and why.

  3. 3

    Mr. Nobody (2009)

    Jaco Van DormaelDP Christophe BeaucarneIMDb 7.7TMDB 7.8See in full on FrameThrower →

    'Nemo Nobody' is recounting his life story to a reporter. He's less than clear, often times thinking that he is 34 years of age, others, well over 100. But his story becomes more confusing after he does focus on the fact of his current real age.

  4. 4

    Wolfwalkers (2020)

    Tomm Moore, Ross StewartIMDb 8.0TMDB 8.2See in full on FrameThrower →

    In a time of superstition and magic, when wolves are seen as demonic and nature an evil to be tamed, a young apprentice hunter comes to Ireland with her father to wipe out the last pack. But when she saves a wild native girl, their friendship leads her to discover the world of the Wolfwalkers and transform her into the very thing her father is tasked to destroy.

  5. 5

    Captain Fantastic (2016)

    Matt RossDP Stéphane FontaineIMDb 7.8TMDB 7.9See in full on FrameThrower →

    Ben and Leslie Cash live largely off the grid with their offspring -- Bodevan, Kielyr, Vespyr, Rellian, Zaja and Nai -- in a cabin in the mountains of Washington state. The parents have passed their socialist and survivalist ideals to their children. Ben considers most of Western society to be fascist, especially corporate America. He also believes that no one will or should be there for you, so you'd better learn how to take care of yourself. As such, the children have been subject to vigorous physical training; know how to deal with minor bumps, bruises, cuts, sprains, and even fractures; and know how to hunt, forage, and grow their own food. The children are also non-registered home schooled, meaning that they have no official academic records. Ben and Leslie have tried to make the children critical thinkers, however, within the context of their ideals. Beyond these issues, Ben and Leslie made the decision to live this lifestyle for Leslie's health. Formerly an attorney, Leslie was diagnosed as bipolar. Ben believes that this disorder started with her postpartum depression with Bo. Yet Leslie's condition has worsened. Despite not believing in Western medicine, Ben sends Leslie to a hospital close to Ben's sister, Harper, so that there can be family close by. While hospitalized, Leslie commits suicide. Beyond the collective grief, Leslie's act brings out a battle between Ben and Leslie's father, Jack Bertrang, a Christian who not only blames Ben for Leslie's death, but believes that what he is doing "to" the children can legally be considered abuse. Jack takes over the funeral arrangements as per his and his complacent wife Abby's Christian morals, against what Ben knows was Leslie's wishes, as she believed in Buddhist philosophies. Although Jack threatens to call the police if Ben shows up to the funeral, Ben and the children believe it is their mission to honor Leslie's last wishes to be cremated as per Buddhist philosophy. This mission not only may bring the divide between Jack and Ben to a head, but may also bring out some long dormant issues between the Cash children as they are exposed to commercial America in all its good and bad, and as Bo grows into manhood, he may have his own ideas of what he should do with the next phase of his life.

  6. 6

    Close Encounters Of The Third Kind (1977)

    Steven SpielbergDP Vilmos ZsigmondIMDb 7.6TMDB 7.4See in full on FrameThrower →

    Two parallel stories are told. In the first, a group of research scientists from a variety of backgrounds are investigating the strange appearance of items in remote locations, primarily desert regions. In continuing their investigation, one of the lead scientists, a Frenchman named Claude Lacombe, incorporates the Kodály method of music education as a means of communication in their work. The response, in turn, at first baffles the researchers, until American cartographer David Laughlin deciphers the meaning of the response. In the second, electric company lineman and family man Roy Neary and single mother Jillian Guiler are among some individuals in Muncie, Indiana who experience some paranormal activity before some flashes of bright lights in the sky, which they believe to be a UFO. Roy becomes obsessed with what he saw, unlike some others, especially in some form of authority, who refuse to acknowledge their belief that it was a UFO in not wanting to appear crazy. That obsession both for Roy and Jillian is ratcheted up a notch when they begin to have a vision of a mound with vertical striations on its side as a key to what is going on. While the obsession negatively affects Roy's life as he knows it in its entirety, Jillian knows she has to find the answer as to its meaning, especially as it relates to her only child, three year old Barry Guiler, who may be more attuned to what is happening than the adult figures around him. These two stories have the potential to intersect if Roy and Jillian can discover where they've seen that mound before, and if they can overcome what they believe to be the lies perpetrated by those in authority in covering up what is going on.

  7. 7

    Yi-Yi (A One and A Two) (2000)

    Edward YangDP Yang Wei-hanIMDb 8.1TMDB 7.9See in full on FrameThrower →

    Portrait of a middle-class family in Taipei. A man in his forties, his teenage daughter and his eight-year-old son experience life, navigating between remorse, hope and disappointment.

  8. 8

    Mirrors (2008)

    Alexandre AjaDP Maxime AlexandreIMDb 6.1TMDB 6.3See in full on FrameThrower →

    In New York, the former NYPD detective Ben Carson is hired to work as night watch of the remains of the Mayflower Department Store that was partially destroyed by fire many years ago. Ben became alcoholic and was retired from the police force after killing a man in a shooting. His marriage was also destroyed and now he is living in the apartment of his younger sister Angie. However he has not been drinking for three months and sees the employment as a chance to rebuild his life. When he goes to the rounds in his first night, he finds that the mirrors are impeccably clean and his colleague explains that the former night watch was obsessed with the mirrors. After a couple of nights, Ben sees weird images in the mirrors, but due to the lack of credibility of his past, his ex-wife Amy believes he has hallucinations as a side effect of his medication. When Angie is found brutally murdered in her bathtub, Ben discovers that there is an evil force in the mirror that is chasing him and jeopardizing his family.

  9. 9

    The Martian (2015)

    Ridley ScottDP Dariusz WolskiIMDb 8.0TMDB 7.7See in full on FrameThrower →

    During a manned mission to Mars, Astronaut Mark Watney is presumed dead after a fierce storm and left behind by his crew. But Watney has survived and finds himself stranded and alone on the hostile planet. With only meager supplies, he must draw upon his ingenuity, wit and spirit to subsist and find a way to signal to Earth that he is alive. Millions of miles away, NASA and a team of international scientists work tirelessly to bring "the Martian" home, while his crewmates concurrently plot a daring, if not impossible, rescue mission. As these stories of incredible bravery unfold, the world comes together to root for Watney's safe return.

  10. 10

    À Bout De Souffle (Breathless) (1960)

    Jean-Luc GodardDP Raoul CoutardIMDb 7.6TMDB 7.5See in full on FrameThrower →

    Michel Poiccard, an irresponsible sociopath and small-time thief, steals a car and impulsively murders the motorcycle policeman who pursues him. Now wanted by the authorities, he renews his relationship with Patricia Franchini, a hip American girl studying journalism at the Sorbonne, whom he had met in Nice a few weeks earlier. Before leaving Paris, he plans to collect a debt from an underworld acquaintance and expects her to accompany him on his planned getaway to Italy. Even with his face in the local papers and media, Poiccard seems oblivious to the dragnet that is slowly closing around him as he recklessly pursues his love of American movies and libidinous interest in the beautiful American.

What curious films are made of

How much more often each element appears in a curious frame than in an average frame from the catalogue. A ratio, not a share — striped shirt is not in most frames, it is simply far more common here than anywhere else.

  • striped shirt3.0×
  • boy2.9×
  • mountain2.6×
  • girl2.5×
  • blonde hair2.3×
  • child2.0×
  • plaid shirt1.7×
  • mirror1.6×

How curious films are shot

Weaker signals than the objects above, and worth saying so: most dramatic genres skew dark and night-heavy, so these numbers separate curious from the catalogue far more than they separate it from its neighbours.

  • 27%widevs 20% baseline

What breaks the pattern

Silence (2016) is the least typical film here — it carries the least of what the rest of this list is made of. Which is either a failure of the genre label, or the most interesting film on the page.

Method

Every frame in the FrameThrower catalogue is tagged for shot size, lighting, time of day, camera angle, colour and the objects visible in it. This page aggregates those tags across 1,413 frames from 20 films carrying the curious label, and compares each figure to the same measurement across the whole catalogue (404,689 frames). Films are ranked by how closely they match the theme’s over-indexed elements, weighted by how distinctive each element is; one film per series. Only films with at least 20 indexed frames and 500 TMDB votes are listed.

Machine-readable: /api/list/curious

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These are real movie frames, shown at reduced resolution. All rights remain with their respective owners; they appear here for study, commentary and education under fair-use principles. How these are meant to be used