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JokerJan
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MMR-VBench

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House - 2 Minute Short Animation घर - लघु एनीमेशन HD 2024.f137.mp4	Animation	What does the object being chased by the people refer to?	[ "(A) Difficulties in life.", "(B) His fully automatic house that can walk autonomously.", "(C) The house that this person is saving money to buy.", "(D) The old house that the family decided to renovate.", "(E) The villa that the rich man bought as a vacation home.", "(F) The mansion that the celebrity ow...	(C)	Metaphor Understanding	Ontological Metaphor	0
House - 2 Minute Short Animation घर - लघु एनीमेशन HD 2024.f137.mp4	Animation	At 1:10, a house lifts a person. What does this imply?	[ "(A) A person is vacationing in a house at the resort.", "(B) The house has some sort of supernatural power to move people.", "(C) The house is being lifted by the person, not the other way around.", "(D) There is a problem with the house's foundation.", "(E) People who successfully purchase a home enjoy li...	(E)	Metaphor Understanding	Orientational Metaphor	1
House - 2 Minute Short Animation घर - लघु एनीमेशन HD 2024.f137.mp4	Animation	What social issues does this video imply?	[ "(A) It implies that everyone should invest all their money in the stock market to get rich quickly.", "(B) People face great pressure in buying homes, as housing prices increase while they are saving money.", "(C) Poverty can be solved by simply giving people more money without addressing the root causes.", ...	(B)	Theme Understanding	Social Issues	2
Father - 1 minute Emotional Award Winning Iranian Short Animation Film father's day फादर शॉर्ट फिल्म.f137.mp4	Animation	What does the brown coat in the video symbolize?	[ "(A) It is said to represent the family's long - lost fortune that they are still searching for.", "(B) The brown coat symbolizes the lost hope of the family because it was worn during a difficult time.", "(C) It refers to a coat that has been washed and taken out to dry, likely worn by the father.", "(D) It ...	(D)	Metaphor Understanding	Structural Metaphor	3
Father - 1 minute Emotional Award Winning Iranian Short Animation Film father's day फादर शॉर्ट फिल्म.f137.mp4	Animation	At 1:30, several pieces of clothing emerge from the brown coat. What are they most likely to represent?	[ "(A) Long - lost family members.", "(B) Outdated clothes of a distant aunt.", "(C) Represents the father in the family.", "(D) The clothes of different seasons represent the four seasons of the year.", "(E) Implying the family's hope.", "(F) They most likely represent the mother and children in the family...	(F)	Metaphor Understanding	Structural Metaphor	4
Father - 1 minute Emotional Award Winning Iranian Short Animation Film father's day फादर शॉर्ट फिल्म.f137.mp4	Animation	What is the main message that this video wants to convey?	[ "(A) The video is mainly about showing how easy it is to solve family problems without much effort.", "(B) It praises the mother's strength and kindness, and how she teaches her children to interact with others.", "(C) It praises the sacrifice of the brown coat, ensuring that the other clothes do not get wet.",...	(F)	Theme Understanding	Everyday Topics	5
CGI Animated Short Film HD ＂Jinxy Jenkins & Lucky Lou＂ by Mike Bidinger & Michelle Kwon ｜ CGMeetup.f609.mp4	Animation	The first half of the video shows the girl in a place full of sunshine and flowers, while the boy is in the opposite situation. What does this imply?	[ "(A) It implies that the girl is in a dream world and the boy is in the real world. This is an artistic expression in animation.", "(B) This means that the girl likes sunny places and the boy prefers dark ones.", "(C) It shows that the girl is a nature - lover and the boy doesn't care about nature at all.", "...	(G)	Metaphor Understanding	Structural Metaphor	6
CGI Animated Short Film HD ＂Jinxy Jenkins & Lucky Lou＂ by Mike Bidinger & Michelle Kwon ｜ CGMeetup.f609.mp4	Animation	Why is the shadow on the boy's face illuminated by sunlight at 1:06?	[ "(A) Because the boy moves to a position where a strong light source is directly above him, not related to the girl.", "(B) It's just a coincidence that the angle of the sun changes suddenly at that moment, and has nothing to do with any special meaning.", "(C) The sunlight illuminates the shadow because the ca...	(D)	Counterintuitive Reasoning	Artistic Techniques	7
CGI Animated Short Film HD ＂Jinxy Jenkins & Lucky Lou＂ by Mike Bidinger & Michelle Kwon ｜ CGMeetup.f609.mp4	Animation	Why did the broken umbrella in the boy's hand, damaged by the wind, suddenly get fixed while the boy and the girl were in the air?	[ "(A) Because the boy initially used too much force, causing the umbrella to be blown apart, and it was repaired after he adjusted his effort.", "(B) Because the boy held the girl's hand, gained good luck, and as a result, the umbrella was restored.", "(C) Because the wind in the air happened to die down, the um...	(B)	Counterintuitive Reasoning	Artistic Techniques	8
Mother 1 minute Sad Emotional Award Winning Iranian Short Film Animation Animated.mp4	Animation	The entire video is viewed through a black circle. What is this?	[ "(A) It's a circular hole in a piece of paper the viewer is looking through.", "(B) It's a decorative frame added for aesthetic purposes.", "(C) It is the scope of a gun.", "(D) It is the view through a telescope.", "(E) It is a special pair of observation glasses used to observe the behavior of wild animal...	(C)	Causal Reasoning	Backward Reasoning	9
Mother 1 minute Sad Emotional Award Winning Iranian Short Film Animation Animated.mp4	Animation	What is implied by the contrast between the scenes around 0:47 and 1:11?	[ "(A) The contrast shows that the mother is indecisive and can't make up her mind in a crisis.", "(B) It demonstrates the father's sense of responsibility and bravery, praising paternal love.", "(C) The contrast between the beginning and the end conveys a sense of tragedy, criticizing the destruction of the ecol...	(F)	Theme Understanding	Everyday Topics	10
Mother 1 minute Sad Emotional Award Winning Iranian Short Film Animation Animated.mp4	Animation	What happened in the story during the black screen from 1:18 to 1:22?	[ "(A) A strong wind blew, and the birds just huddled closer to keep warm.", "(B) The mother bird tried to take her chicks away from the danger.", "(C) The father bird returned with a big meal for the family.", "(D) The title of the film is displayed, highlighting the main theme.", "(E) A shot was fired, hitt...	(E)	Causal Reasoning	Forward Reasoning	11
Soft Rain ｜ Animated Short Film (2023).f616.mp4	Animation	Why does the boy look unhappy for most of the film?	[ "(A) He looks unhappy since he burned his breakfast while cooking in a hurry before work.", "(B) Because he has to go to work, which makes him unhappy.", "(C) Because he almost missed the bus to work due to dancing with the girl, which made him feel unlucky.", "(D) Because he suffers from depression, which ma...	(D)	Causal Reasoning	Backward Reasoning	12
Soft Rain ｜ Animated Short Film (2023).f616.mp4	Animation	What is the pink fairy ball in the film?	[ "(A) It's a toy the boy picked up on the street, having no special connection to his condition.", "(B) They are the microorganisms in this world, living in every corner.", "(C) The pink fairy ball represents the boy's childhood dream of becoming a fairy.", "(D) It's a hallucination caused by lack of sleep, no...	(F)	Metaphor Understanding	Creative Metaphor	13
Soft Rain ｜ Animated Short Film (2023).f616.mp4	Animation	What role does the girl's appearance play in conveying the deeper meaning of the video?	[ "(A) The girl's appearance is just a random plot twist with no real significance in conveying the video's deeper meaning.", "(B) Her appearance implies that the boy is about to face more difficult challenges as she brings chaos to his life.", "(C) The girl's appearance is meant to show that the boy's problems a...	(D)	Sequential Structure Reasoning	Core Connecting Elements	14
This Video is not in Reverse..mp4	Life	What technique do you think was used to achieve such an amazing effect in the video?	[ "(A) The video was achieved through masterful editing techniques and the use of reverse playback.", "(B) Reverse video playback", "(C) Video masking techniques", "(D) Slow-motion cinematography", "(E) Green screen compositing", "(F) Fast-motion editing", "(G) Sequential shot combinations", "(H) Stop-m...	(K)	Counterintuitive Reasoning	Magic Deconstruction	15
This Video is not in Reverse..mp4	Life	Why do you think the white candle lights up instead of going out when the man blows on it in the video?	[ "(A) A reflective mirror nearby intensified the light and made the candle appear lit when air passed.", "(B) The man used a hidden lighter while blowing on the candle.", "(C) The video was reversed, so the act of blowing on the candle appears to light it up.", "(D) The candle is an LED light designed to turn ...	(J)	Counterintuitive Reasoning	Magic Deconstruction	16
This Video is not in Reverse..mp4	Life	How did the card tower next to the man suddenly collapse and then stand up again?	[ "(A) It's a pre-built card tower that, after being knocked down, appears to stand up again due to the video being played in reverse.", "(B) Strong air currents caused the card tower to collapse and were reversed by magic.", "(C) Invisible strings were manipulated to make the card tower collapse and reassemble."...	(G)	Counterintuitive Reasoning	Magic Deconstruction	17
This Video is not in Reverse..mp4	Life	Is the entire video played in reverse? Which key scene led you to this conclusion?	[ "(A) The entire video is not in reverse; the card tower collapsing is played forward.", "(B) The entire video is played in reverse, as seen from the scene where writing 'please rewind' on the wall makes more sense when done backward.", "(C) The video is in reverse, evident when the balloon deflates in the corre...	(I)	Sequential Structure Reasoning	Narrative Structure	18
Level 1 to 100 Magic Tricks Anyone Can Do.mp4	TV	How did the man at the beginning of the film manage to pull out half of his finger and then reattach it?	[ "(A) He used a specially designed prosthetic finger that could detach and reattach.", "(B) An accomplice assisted using a mirror to create the illusion of detachment and reattachment.", "(C) He used a hidden compartment within his sleeve to conceal the finger temporarily.", "(D) He applied a strong adhesive g...	(E)	Counterintuitive Reasoning	Magic Deconstruction	19
Level 1 to 100 Magic Tricks Anyone Can Do.mp4	TV	How does the man at the beginning of the video pick up and casually control the flame on the lighter?	[ "(A) He used a holographic projector to simulate the flame.", "(B) He used a special flame-retardant chemical on his hand to create the illusion.", "(C) He possessed an innate immunity to fire.", "(D) He practiced yoga meditation to withstand any flame heat.", "(E) A quick extinguishing spray was applied th...	(K)	Counterintuitive Reasoning	Magic Deconstruction	20
Level 1 to 100 Magic Tricks Anyone Can Do.mp4	TV	At 3:30, how did the man manage to pull the metal ring out of his finger?	[ "(A) He applied ice to shrink his finger and slide the ring off.", "(B) He asked someone to carefully cut the ring with pliers.", "(C) He soaked his hand in hot water to loosen the skin.", "(D) He used a string to twist and pull the ring off.", "(E) He used a special tool specifically designed for removing ...	(J)	Counterintuitive Reasoning	Magic Deconstruction	21
For Milo - AWARD WINNING 1 Minute Short film (2020).mp4	movie	Summarize the emotional changes of the girl after opening the door in two stages.	[ "(A) Shock - Sadness.", "(B) Curiosity - Disappointment.", "(C) Surprise - Joy.", "(D) Confusion - Annoyance.", "(E) Excitement - Jealousy.", "(F) Shock - Embarrassment.", "(G) Anxiety - Calmness.", "(H) Admiration - Anger.", "(I) Happiness - Confusion.", "(J) Nervousness - Comfort." ]	(A)	Emotion Recognition	Implicit Emotion	22
For Milo - AWARD WINNING 1 Minute Short film (2020).mp4	movie	What is the speculated ending of the film?	[ "(A) The movie concludes with an unexpected twist where the flowers reveal a hidden secret.", "(B) The ending is a cliffhanger, leaving the audience uncertain about the characters' fate.", "(C) Her boyfriend passed away due to illness, leaving the girl devastated with grief.", "(D) The film wraps up with a jo...	(C)	Causal Reasoning	Forward Reasoning	23
For Milo - AWARD WINNING 1 Minute Short film (2020).mp4	movie	What might the girl be writing a greeting card for?	[ "(A) Valentine's Day celebration.", "(B) Milo's birthday.", "(C) A graduation celebration.", "(D) Apology for a mistake.", "(E) Milo's wedding anniversary.", "(F) A heartfelt reunion with Milo.", "(G) A thank you for help with a project.", "(H) Christmas holiday greeting.", "(I) A shared achievement...	(J)	Causal Reasoning	Forward Reasoning	24
For Milo - AWARD WINNING 1 Minute Short film (2020).mp4	movie	What happened to the boy in the video?	[ "(A) Milo attended a family gathering.", "(B) Milo received flowers and a letter for a special occasion.", "(C) Milo went to the movies with friends.", "(D) He is seriously ill and there is no cure for his condition.", "(E) Milo got a letter about winning a lottery.", "(F) Milo wrote a letter to an old fr...	(D)	Causal Reasoning	Forward Reasoning	25
CGI Animated Short Film：＂Crunch＂ by Gof Animation ｜ CGMeetup.f616.mp4	Animation	Starting at 1:50, the boy's body undergoes some abnormalities. What causes this?	[ "(A) A strong magnetic field from a nearby power plant is distorting his body's normal proportions.", "(B) Because the boy was struck by a green lightning bolt, his body was enchanted and began to grow larger.", "(C) The boy has been playing too many virtual reality games, and it's causing him to have a mental ...	(F)	Counterintuitive Reasoning	Artistic Techniques	26
CGI Animated Short Film：＂Crunch＂ by Gof Animation ｜ CGMeetup.f616.mp4	Animation	What is the underlying message conveyed by the entire film?	[ "(A) It implies that only the individual is responsible for any issues they face, not society.", "(B) When many people blame you for the problem and demand that you change, the real issue may also stem from others.", "(C) We should show care for those around us who are \"different.\" They are simply suffering f...	(B)	Theme Understanding	Philosophical Concepts	27
CGI Animated Short Film：＂Crunch＂ by Gof Animation ｜ CGMeetup.f616.mp4	Animation	Summarize the boy's emotional changes between 6:00 and 7:00.	[ "(A) Anger - Fear - Surprise and happiness", "(B) Sadness - Excitement - Helplessness", "(C) Disappointment - Let - down - Sorrow", "(D) Loneliness - Isolation - Solitude", "(E) Sadness - Grief - Mourning", "(F) Sadness - Shock - Surprise and happiness", "(G) Disappointment - Astonishment - Stupefaction...	(F)	Emotion Recognition	Explicit Emotion	28
The Turning Point.f616.mp4	Animation	What do the absurd scenes in the video, such as dolphins throwing plastic bottles, people floating on icebergs, and monkeys chopping down trees, mean?	[ "(A) It could simply be a playful depiction of dolphins' natural curiosity and interaction with human-made objects.", "(B) Icebergs are often linked to the idea of hidden dangers. People floating on icebergs could symbolize a sense of vulnerability or the unpredictability of life.", "(C) It's to suggest that th...	(D)	Metaphor Understanding	Structural Metaphor	29
The Turning Point.f616.mp4	Animation	What reality does the riot among the bears in the video imply?	[ "(A) The riot among the bears symbolizes a competition for leadership within the bear community, like a power - struggle between alpha males.", "(B) It shows that the bears are celebrating a traditional bear festival where they get overly excited and it looks like a riot.", "(C) The scene implies that the bears...	(F)	Metaphor Understanding	Creative Metaphor	30
The Turning Point.f616.mp4	Animation	What is the overall message that this video wants to convey?	[ "(A) The video is mainly about promoting a new brand of survival gear, showing how useful it can be in harsh environments.", "(B) It aims to convey that humans are superior to all other living beings, and we can do whatever we want with the environment.", "(C) The video highlights the limited nature of resource...	(H)	Theme Understanding	Social Issues	31
Oscar-nominated comedy about not trusting appearances ｜ CGI Short film ‘French Roast’.f137.mp4	Animation	Who is the person wanted and posted on the wall?	[ "(A) The man in a suit reading a newspaper.", "(B) The short and chubby man who is drunk.", "(C) The neatly dressed restaurant waiter.", "(D) The ragged beggar.", "(E) The short elderly woman.", "(F) The bus driver.", "(G) The off-screen passerby.", "(H) The identity of the wanted criminal was never r...	(E)	Causal Reasoning	Backward Reasoning	32
Oscar-nominated comedy about not trusting appearances ｜ CGI Short film ‘French Roast’.f137.mp4	Animation	What is the greatest inspiration and feeling this video gives to people?	[ "(A) The video's main inspiration is that only the strong and physically fit can succeed in life, and the weak are bound to fail.", "(B) It gives the feeling that people should always rely on themselves and never trust others, as everyone is out for their own gain.", "(C) The greatest inspiration is that wealth...	(D)	Theme Understanding	Personal Reflection	33
Oscar-nominated comedy about not trusting appearances ｜ CGI Short film ‘French Roast’.f137.mp4	Animation	Why did the businessman in a suit order a lot of coffee and sit in the restaurant for a long time without leaving?	[ "(A) He ordered a lot of coffee and stayed long because he was waiting for an important business partner who was running late.", "(B) The businessman was secretly monitoring a wanted criminal in the restaurant and needed to blend in.", "(C) He was actually writing a novel and found the restaurant's atmosphere v...	(F)	Causal Reasoning	Backward Reasoning	34
Timber ｜ Short Film about Solidarity by Nils Hedinger.f616.mp4	Animation	Why did a fight and conflict break out among the pieces of wood?	[ "(A) The pieces of wood fought because they were all vying for the best position in the pile to show off their unique grains and patterns, as they were extremely vain about their appearances.", "(B) There was a long - standing feud among different types of wood, like oak and pine, over which was the superior mate...	(E)	Causal Reasoning	Backward Reasoning	35
Timber ｜ Short Film about Solidarity by Nils Hedinger.f616.mp4	Animation	What does the final scene, with the camera pulling back to reveal the entire snowy field, imply?	[ "(A) There are many pieces of wood in the snowy field that could serve as fuel. If these pieces of wood could unite and transport the fuel, perhaps none of them would die.", "(B) The final scene implies that the little piece of wood is completely alone in the world, and there's no hope of finding any more resourc...	(A)	Theme Understanding	Philosophical Concepts	36
Timber ｜ Short Film about Solidarity by Nils Hedinger.f616.mp4	Animation	What are the real-life metaphors for the strong wood that is unwilling to contribute itself?	[ "(A) The strong wood represents those who are extremely stingy with money. They hoard their wealth, refusing to share even in times of community need.", "(B) It's a metaphor for people who are overly possessive of their knowledge. They hold onto information tightly, believing that their exclusive knowledge makes ...	(D)	Metaphor Understanding	Ontological Metaphor	37
One Small Step.f620.mp4	Animation	The shoes of the female protagonist change at 2:00 and 6:50 in the video. What do these changes represent respectively?	[ "(A) The change in shoes at 2:00 signifies that the protagonist's childhood boots have become worn out, while the change at 6:50 represents the mending of these boots and her wearing them to space to fulfill her dreams.", "(B) The change at 2:00 represents that the female protagonist is simply tired of her old sh...	(D)	Counterintuitive Reasoning	Artistic Techniques	38
One Small Step.f620.mp4	Animation	When the girl steps into space, the space boots under her feet transform into the boots from her childhood in the camera lens. What does this signify?	[ "(A) It means that the girl is hallucinating due to the extreme pressure of space travel, and she's seeing things that aren't really there.", "(B) It signifies that the space environment has some kind of magical power that can transform any object, and it just randomly changed her boots.", "(C) The girl misses ...	(G)	Counterintuitive Reasoning	Artistic Techniques	39
One Small Step.f620.mp4	Animation	Why does the film focus on the girl's shoes in many scenes?	[ "(A) Because the director has a personal obsession with shoes and wants to show different shoe styles in every scene.", "(B) Shoes can reflect the girl's brave spirit and serve as an implicit expression of the video's main theme.", "(C) Because shoes are one of the necessities of life, they can make the scenes ...	(F)	Sequential Structure Reasoning	Core Connecting Elements	40
The Present - CGI Awarded short film (2014).f616.mp4	Animation	Summarize the boy's emotional changes after seeing and receiving the gift.	[ "(A) Confusion - Sadness - Relief - Curiosity", "(B) Fear - Worry - Comfort - Optimism", "(C) Surprise - Anger - Disgust - Happiness", "(D) Disbelief - Fatigue - Calmness - Enthusiasm", "(E) Shock — Helplessness — Delight — Excitement", "(F) Indifference - Puzzlement - Admiration - Cheerfulness", "(G) S...	(C)	Emotion Recognition	Explicit Emotion	41
The Present - CGI Awarded short film (2014).f616.mp4	Animation	Why did the mother buy a disabled puppy as a gift for her disabled son?	[ "(A) The mother was in a hurry and it was the only puppy available at the pet store at that time.", "(B) The mother bought the disabled puppy because she herself had a fear of healthy, energetic dogs.", "(C) The mother is unhappy that the boy, due to his disability, spends every day playing video games.", "(D...	(E)	Causal Reasoning	Backward Reasoning	42
The Present - CGI Awarded short film (2014).f616.mp4	Animation	Come up with the most suitable title for this film.	[ "(A) The Boy Who Hated Puppies", "(B) Kindness", "(C) Empathy", "(D) The Puppy That Couldn't Run Fast", "(E) The Present", "(F) Disabled boy", "(G) Happy Puppy", "(H) Disability", "(I) The Mother's Strange Choice" ]	(E)	Theme Understanding	Video Naming	43
Altruistic giant struggles to find his place in the modern world ｜ Animated short The Lighthouse Man.mp4	Animation	Why was the giant broken in the first place, given that people put the broken giant back together at the end of the video?	[ "(A) The giant was broken because a group of reckless teenagers thought it would be fun to vandalize it with large - scale tools, not considering the consequences.", "(B) A powerful earthquake struck the area, and the tremors were so strong that they caused the giant to collapse and break into numerous pieces.", ...	(F)	Causal Reasoning	Backward Reasoning	44
Altruistic giant struggles to find his place in the modern world ｜ Animated short The Lighthouse Man.mp4	Animation	Describe this giant with a few words.	[ "(A) Cowardly but Kind.", "(B) Altruism but Haughty.", "(C) Ignorant", "(D) Stupid but Respectable.", "(E) Smart and Enthusiastic", "(F) Foolish and Eelfless.", "(G) Kind-hearted and Altruistic.", "(H) Kind and Humorous." ]	(G)	Emotion Recognition	Explicit Emotion	45
爱的表达式_Family.mp4	Animation	What does the "F" in the video imply or symbolize?	[ "(A) It means that there is a family member who is a fanatic about a certain thing, and \"F\" stands for \"Fanatic\".", "(B) The \"F\" is a sign of a family's financial problems, symbolizing \"Financial Crisis\".", "(C) The \"F\" in the video is just a random graffiti with no special meaning related to the fami...	(G)	Metaphor Understanding	Structural Metaphor	46
爱的表达式_Family.mp4	Animation	What is the meaning implied by the transformation that occurs between 0:15 and 1:00 in the short film?	[ "(A) It means that the family is about to break up, and the \"I\" is leaving to start a new life away from the family.", "(B) The transformation implies that \"I\" am rebelling against the family and trying to undermine the protection the \"F\" once provided.", "(C) It means that the \"F\" has failed in its dut...	(F)	Theme Understanding	Everyday Topics	47
爱的表达式_Family.mp4	Animation	What real-life family issue does the scene from 0:20 to 0:30 in the short film imply?	[ "(A) The scene implies that the parents are too busy with work and neglecting the child's emotional needs.", "(B) It shows that there is a generational gap in terms of hobbies, and the family can't agree on how to spend their free time.", "(C) It implies that a new family member has joined, and there are confli...	(D)	Theme Understanding	Everyday Topics	48
Altruistic giant struggles to find his place in the modern world ｜ Animated short The Lighthouse Man.mp4	Animation	What role is the giant most likely to play in this bay?	[ "(A) Coastal seawall.", "(B) A floating diner for tourists.", "(C) A rescuer, saving stranded whales.", "(D) A diving drill site.", "(E) A porter, transporting ship cargo.", "(F) A huge weather vane.", "(G) The lighthouse of this bay.", "(H) A salt - making spot.", "(I) A bird - watching tower." ]	(G)	Metaphor Understanding	Structural Metaphor	49
UMBRELLA ｜ Oscar® Qualified and Multi-Award Winning Animated Short Film.f616.mp4	Animation	Why did the girl think of climbing up to the attic at 2:20?	[ "(A) Because she heard a loud noise coming from the attic and was drawn to it.", "(B) She thought of climbing up to the attic at 2:20 because she suddenly remembered she had left her favorite book up there.", "(C) She decided to climb up to the attic at 2:20 because she was bored and looking for something new t...	(D)	Causal Reasoning	Backward Reasoning	50
UMBRELLA ｜ Oscar® Qualified and Multi-Award Winning Animated Short Film.f616.mp4	Animation	Why did the old man at 6:10 run forward anxiously?	[ "(A) He saw his friend from the orphanage back in the day and wanted to run up to greet him.", "(B) The person in front took away the umbrella that he cherished in the store, which symbolized his father, and he wanted to get it back.", "(C) The old man had no choice but to place his child in foster care back th...	(F)	Causal Reasoning	Backward Reasoning	51
UMBRELLA ｜ Oscar® Qualified and Multi-Award Winning Animated Short Film.f616.mp4	Animation	Why did the boy take away the girl's yellow umbrella?	[ "(A) Because the boy likes the girl and hopes to have some interaction with her, so he took the umbrella.", "(B) Because the boy's father, whom he hadn't seen for a long time, also had an identical umbrella, and the boy missed his father.", "(C) The boy took the girl's yellow umbrella because he wanted to use i...	(B)	Causal Reasoning	Forward Reasoning	52
Happiness.f137.mp4	Animation	What is the implication of the scene at the beginning of the film where a group of mice are racing and chasing each other?	[ "(A) It implies that mice have a natural inclination for playfulness and the scene is just a display of their innate fun - loving nature.", "(B) The scene is meant to show the hierarchical structure within the mouse community, where the faster mice are the leaders and the slower ones are followers.", "(C) It im...	(F)	Metaphor Understanding	Ontological Metaphor	53
Happiness.f137.mp4	Animation	Why does the film seem to enter a fairy-tale world after 3:00?	[ "(A) A wealthy mouse has invested in a huge theme park, and they open the gates for all the mice to enjoy the fairy - tale - themed area.", "(B) This is the happy life scene that the mouse dreams of after a tiring day.", "(C) This is the beautiful scene that the mouse dreams of after drinking a lot of alcohol d...	(E)	Counterintuitive Reasoning	Artistic Techniques	54
Dog Days (Animation Short Film).mp4	Animation	Why is the boy in the video holding onto the dachshund all the time?	[ "(A) Because the dog was raised together with his ex-girlfriend and it represents his attachment to her.", "(B) He holds the dog all the time because it's extremely rare and he's worried someone might steal it.", "(C) Because the dog was a gift he bought for his ex-girlfriend, and after they broke up, he wanted...	(A)	Metaphor Understanding	Ontological Metaphor	55
Dog Days (Animation Short Film).mp4	Animation	What role does this dachshund play in conveying the connotations of the animation?	[ "(A) The dachshund represents the boy's pursuit of a unique pet, symbolizing his desire to stand out from others in daily life.", "(B) It serves as a symbol of the boy's love for all animals, showing his kind - hearted nature and how he extends his care to every creature.", "(C) This dog represents how an unhea...	(E)	Metaphor Understanding	Ontological Metaphor	56
Dog Days (Animation Short Film).mp4	Animation	What message or symbolism does this animation intend to convey?	[ "(A) It symbolizes the power of friendship. The dog, as a friend to the boy, shows that true friends stick by you through all the ups and downs of a breakup.", "(B) The animation is mainly about the beauty of perseverance. No matter how difficult the situation, like the boy holding onto the dog, never giving up w...	(D)	Theme Understanding	Everyday Topics	57
Dog Days (Animation Short Film).mp4	Animation	What does the changes in the character's environment imply about his state of mind?	[ "(A) He is happy and content with his life.", "(B) The weather is causing the chaos.", "(C) The city infrastructure is poorly managed.", "(D) He wishes for a more exciting lifestyle.", "(E) It's a special ability of his dog.", "(F) He is bothered by a paranormal event.", "(G) The landscape mirrors his e...	(I)	Metaphor Understanding	Structural Metaphor	58
Dog Days (Animation Short Film).mp4	Animation	How does the character's persistence in holding onto the photograph contribute to the overall theme of the video?	[ "(A) The photograph symbolizes a longing for the past.", "(B) It's evidence needed for a mystery he's solving.", "(C) Merely a decorative item for his room.", "(D) Suggests his dislike for changes in life.", "(E) Shows a hobby of framing random pictures.", "(F) Represents the bond between him and a friend...	(A)	Theme Understanding	Personal Reflection	59
Dog Days (Animation Short Film).mp4	Animation	What is inherently suggested by the character's interaction with other people and the dog in crowded situations?	[ "(A) He is annoyed by the behavior of strangers.", "(B) The dog is preventing him from socializing.", "(C) The dog is a symbol of his superior social status.", "(D) He enjoys being the center of attention in crowds.", "(E) Everyone around him is part of a conspiracy.", "(F) The character feels alienated."...	(F)	Theme Understanding	Social Issues	60
Dog Days (Animation Short Film).mp4	Animation	Why might the character feel lost or overwhelmed, as depicted through his actions?	[ "(A) He's developing a plan to become famous.", "(B) Overwhlemed by his dog's overwhelming happiness.", "(C) His job requires constant focus on the streets.", "(D) The daily chores are too easy for him.", "(E) He is distracted by a hidden agenda.", "(F) His actions are part of a comedy routine.", "(G) T...	(H)	Emotion Recognition	Implicit Emotion	61
Freelance - Short Film.f625.mp4	Animation	How many caves inhabited by dragons has the knight entered in total?	[ "(A) 1", "(B) 2", "(C) 3", "(D) 4", "(E) 5", "(F) 6", "(G) 7", "(H) 8", "(I) 9", "(J) It is not explicitly stated." ]	(J)	Sequential Structure Reasoning	Hallucination	62
Freelance - Short Film.f625.mp4	Animation	At 2:11, the king ordered the knight to slay a pink dragon. What did the knight do afterwards?	[ "(A) The knight had already run out of strength, so he did not go to slay the dragon in time.", "(B) The knight thought the pink dragon was a sacred creature, so he refused the king's order and left the kingdom.", "(C) The knight decided to negotiate with the dragon instead of attacking it, hoping to find a pea...	(G)	Causal Reasoning	Forward Reasoning	63
Freelance - Short Film.f625.mp4	Animation	Does this fictional animated short have any real-world metaphors?	[ "(A) The king symbolizes a strict teacher who sets impossible academic tasks for students, and the knight is the student who struggles under the pressure.", "(B) The king represents a controlling parent who tries to dictate every aspect of their child's life, and the knight is the child who eventually rebels.", ...	(H)	Metaphor Understanding	Creative Metaphor	64
Beautiful Iranian short film 2 MILLION views Award winning winner film festival Thursday Appointment.f614.mp4	Animation	Why did the camera shift to the passenger seat, revealing petals and pastries, after the green light?	[ "(A) The car was being used for a photoshoot. After the green light signaled it was safe to move, the camera shifted to show the aesthetically - pleasing arrangement of petals and pastries.", "(B) The driver was on his way to a party. The petals were for decoration, and the pastries were his contribution to the p...	(G)	Counterintuitive Reasoning	Artistic Techniques	65
Beautiful Iranian short film 2 MILLION views Award winning winner film festival Thursday Appointment.f614.mp4	Animation	What was the emotional transformation of the person inside the red car when the boy knocked on the window, and why did it happen?	[ "(A) From the initial annoyance during the couple's quarrel, to fear when the boy knocked on the window as they thought he might be a threat, and finally to confusion when they saw the flowers with no clear explanation.", "(B) Starting with frustration from the argument, then disgust upon seeing the boy, thinking...	(D)	Causal Reasoning	Backward Reasoning	66
Beautiful Iranian short film 2 MILLION views Award winning winner film festival Thursday Appointment.f614.mp4	Animation	What real-life metaphor does this animation intend to convey?	[ "(A) It's important to always stand up for your beliefs, even if it means going against the majority.", "(B) The world is a competitive place, and you have to be ruthless to get ahead.", "(C) When you give someone roses, the fragrance remains on your hands.", "(D) Saving money is the key to a stable and worry...	(E)	Theme Understanding	Everyday Topics	67
MAN.mp4	Animation	What underlying societal critique can be inferred from the character's interaction with the 'FKC' bucket in the video?	[ "(A) It praises the fast-food industry as a societal benefit.", "(B) It implies fast food leads to environmental conservation.", "(C) The interaction critiques consumerism and its unsustainable practices.", "(D) The character finds joy in fast food as a casual treat.", "(E) The video shows fast food as the ...	(C)	Metaphor Understanding	Creative Metaphor	68
MAN.mp4	Animation	What does the barren landscape filled with waste at the end of the video signify about the character?	[ "(A) It illustrates the character's progress and success.", "(B) This shows the natural evolution of the earth. Humans are invaded by alien creatures and invaded.", "(C) The waste indicates the abundance of resources.", "(D) The landscape serves as a testimony to environmental care.", "(E) It portrays a bal...	(F)	Metaphor Understanding	Creative Metaphor	69
MAN.mp4	Animation	How is the character’s evolution throughout the video a commentary on human nature?	[ "(A) It reveals human yearning for reconnecting with nature.", "(B) It depicts humanity's inherent benevolence.", "(C) The evolution is about humans’ ability to live in microscopic habitats.", "(D) It highlights the ecological selflessness of humanity.", "(E) The character’s evolution reflects humankind’s o...	(E)	Theme Understanding	Social Issues	70
MAN.mp4	Animation	What does the rapid transformation from nature to industrialization in the video imply?	[ "(A) The character believes nature and industry can coexist harmoniously.", "(B) The transformation shows the character's regret about industrialization.", "(C) The character sees progress as a regression.", "(D) The video indicates the character wants to preserve nature.", "(E) The character is indifferent...	(J)	Metaphor Understanding	Creative Metaphor	71
Brave ｜ Animated Short Film.f620.mp4	Animation	How does the light coming through the blinds affect the boy's mood?	[ "(A) It indicates that he is angry.", "(B) It suggests he is about to fall asleep.", "(C) It shows a fear of the dark.", "(D) It implies a sense of curiosity or longing for the outside world.", "(E) It shows frustration about being indoors.", "(F) It suggests a strong dislike for the outdoors.", "(G) It...	(D)	Emotion Recognition	Implicit Emotion	72
Brave ｜ Animated Short Film.f620.mp4	Animation	How does the light coming through the blinds affect the boy's mood?	[ "(A) It makes the boy angry as the slats of the blinds cast annoying shadows on his favorite toy, ruining his playtime.", "(B) The glowing character symbolizes an imaginary friend, highlighting the boy's need for companionship.", "(C) The light makes the boy feel excited as it reminds him of the sunny days at t...	(B)	Emotion Recognition	Implicit Emotion	73
Brave ｜ Animated Short Film.f620.mp4	Animation	How does the setting of the boy's room contribute to the overall atmosphere of the video?	[ "(A) The room shows evidence of a science fair winner.", "(B) It creates a feeling of isolation as the room has very few windows, and the lack of natural light makes it seem like the boy is cut off from the outside world.", "(C) The room is starkly minimalistic.", "(D) The room shows an obsession with marine ...	(G)	Emotion Recognition	Implicit Emotion	74
Brave ｜ Animated Short Film.f620.mp4	Animation	How do the interactions with the glowing character affect the development of the boy's character?	[ "(A) The glowing character constantly criticizes the boy, making him more self - conscious and less confident in his actions, thus stunting his emotional development.", "(B) The glowing character makes him averse to new friendships.", "(C) The glowing character's constant need for attention makes the boy neglec...	(D)	Metaphor Understanding	Creative Metaphor	75
Indifference - Short Film Animation (2024).f614.mp4	Animation	What does the large fish symbolize in the context of the boy's experience in the video?	[ "(A) The large fish symbolizes the boy's fear of the unknown.", "(B) The boy's whimsical imagination and sense of wonder.", "(C) It represents the boy's past traumas, with the fish's movements mirroring the lingering effects of difficult experiences he's endured.", "(D) The nutritional value of fish.", "(E)...	(B)	Metaphor Understanding	Creative Metaphor	76
Indifference - Short Film Animation (2024).f614.mp4	Animation	How does the visual presentation of the store environment contribute to the overall emotional tone of the video?	[ "(A) It evokes a feeling of claustrophobia.", "(B) It inspires a sense of nostalgia.", "(C) It signals a dystopian future.", "(D) It conveys a mundane routine.", "(E) It represents a carnival-like excitement.", "(F) It alludes to a bustling metropolitan life.", "(G) It symbolizes a never-ending labyrint...	(H)	Emotion Recognition	Implicit Emotion	77
Indifference - Short Film Animation (2024).f614.mp4	Animation	What theme does the young boy's interaction with the environment?	[ "(A) The inevitability of fate.", "(B) The importance of following rules.", "(C) The innate drive to explore and discover the unknown.", "(D) The allure of forbidden knowledge.", "(E) The satisfaction of routine.", "(F) The destructive power of curiosity.", "(G) The dangers of wishful thinking.", "(H)...	(C)	Theme Understanding	Social Issues	78
Indifference - Short Film Animation (2024).f614.mp4	Animation	How does the interaction between the boy and the cashier suggest an underlying theme of societal dynamics?	[ "(A) The balance between authority and innocence.", "(B) It suggests a theme of personal gain vs. community well - being.", "(C) The invisibility of social classes.", "(D) The interaction shows a theme of age - based discrimination. The cashier treats the boy differently because of his young age, assuming he'...	(A)	Theme Understanding	Social Issues	79
Head Up.f616.mp4	Animation	What does the small goat's refusal to move indicate about its feelings towards the larger goat?	[ "(A) The small goat is afraid of the larger goat.", "(B) The small goat has disdain for the larger goat's advice.", "(C) The small goat is trying to protect the larger goat.", "(D) The small goat is feeling sleepy and not paying attention.", "(E) The small goat's behavior indicates a playful stubbornness to...	(D)	Emotion Recognition	Explicit Emotion	80
Head Up.f616.mp4	Animation	How do the environmental elements in the video enhance the comedic effect of the situation?	[ "(A) The strong wind in the video creates a comedic effect by constantly blowing the goats' fur in a wild, disheveled way, making them look like they're in a chaotic dance rather than standing on a cliff.", "(B) The small, over - grown bushes around the cliff make the goats seem like they're constantly getting ta...	(E)	Emotion Recognition	Implicit Emotion	81
Head Up.f616.mp4	Animation	How do the changes in the characters' eye movements suggest their intentions during the video?	[ "(A) The goats' eye movements suggest their sociability and friendly planning to groom each other after their cliff adventure.", "(B) The goats' eye movements suggest their protectiveness and cautious planning to defend each other from potential threats.", "(C) The eye movements indicate they are falling asleep...	(F)	Emotion Recognition	Implicit Emotion	82
Head Up.f616.mp4	Animation	What does the rocky cliff symbolize in terms of the goats' relationship dynamics?	[ "(A) The cliff is a metaphor for their pursuit of wealth.", "(B) The rocky cliff symbolizes the shared adventures and exciting experiences that strengthen their relationship.", "(C) It symbolizes the common goals they strive for together, like reaching the highest point as a team.", "(D) It symbolizes the nat...	(H)	Metaphor Understanding	Creative Metaphor	83
Burnout.f137.mp4	Animation	What does the gradual change from vibrant colors to darker shades imply about the character's state of mind?	[ "(A) The transition from vibrant colors to darker shades implies a change from a carefree, adventurous mindset to a more cautious, risk - averse one in the character's state of mind.", "(B) The character is gradually becoming more physically tired.", "(C) It suggests a shift from a confident, assertive state of...	(D)	Metaphor Understanding	Structural Metaphor	84
Burnout.f137.mp4	Animation	How does the use of light and shadows enhance the theme of the video?	[ "(A) Light and shadows are used to signify passing time.", "(B) Light and shadows depict the seasons changing.", "(C) Light and shadows imply a chaotic environment.", "(D) They show the character is dreaming.", "(E) They illustrate differences in character personalities.", "(F) Light and shadows creates a...	(F)	Metaphor Understanding	Structural Metaphor	85
Burnout.f137.mp4	Animation	What is implicitly conveyed by the character's interaction with the glowing object?	[ "(A) The glowing object symbolizes a hidden talent within the character that's gradually revealed as they interact with it, guiding them to self - discovery.", "(B) The glowing object represents the character's inner darkness.", "(C) The glowing object symbolizes hope or inspiration that guides the character du...	(C)	Metaphor Understanding	Creative Metaphor	86
Burnout.f137.mp4	Animation	How does the environment reflect the social condition of the character?	[ "(A) The bright light means the character is affluent.", "(B) The neatly organized and brightly lit environment reflects the character's state of order and prosperity, suggesting a stable social condition.", "(C) The colorful and lively environment reflects the character's state of joy and social integration, s...	(G)	Theme Understanding	Social Issues	87
Burnout.f137.mp4	Animation	What message is suggested by the scene where the character attentively gazes at the art he created?	[ "(A) The scene suggests that the character is critically evaluating his art, indicating a pursuit of perfection and a philosophy of continuous self - improvement through art.", "(B) The scene implies that the character is using the art to recall past emotions, indicating a philosophy of art as a vessel for emotio...	(D)	Theme Understanding	Social Issues	88
12 AMAZING Pen Tricks Anyone Can Do \| Revealed.mp4	TV	At 1:17, the man makes the pen on the cup of water spin. How is this done?	[ "(A) The pen spins due to magnets under the table.", "(B) The pen spins through a slight hand gesture that isn't visible.", "(C) The pen spins because of wind generated by a nearby fan.", "(D) The pen spins because he used an invisible thin thread.", "(E) The pen spins because the man subtly blows on it.", ...	(H)	Counterintuitive Reasoning	Magic Deconstruction	89
12 AMAZING Pen Tricks Anyone Can Do \| Revealed.mp4	TV	Starting at 3:19, how does the magician make the pen pass through the paper without damaging it?	[ "(A) The pen is designed to become temporarily bendable and is threaded through the paper.", "(B) The magician manipulates light and shadows to misdirect, creating the illusion of penetration.", "(C) The paper has a pre-cut slit, and the magician angles the pen to align with the slit during the trick to create ...	(I)	Counterintuitive Reasoning	Magic Deconstruction	90
All Gorilla glue ads.mp4	TV	Based on the entire video, summarize and conclude under what circumstances the chimpanzee typically appears.	[ "(A) The chimpanzee appears only during celebrations and parties.", "(B) The chimpanzee appears when there is something that needs to be glued.", "(C) The chimpanzee comes around whenever food is being prepared.", "(D) The chimpanzee shows up during outdoor adventures with children.", "(E) The chimpanzee ap...	(B)	Sequential Structure Reasoning	Core Connecting Elements	91
All Gorilla glue ads.mp4	TV	What type of video do you think this is?	[ "(A) A tutorial on how to use construction tools", "(B) A DIY home renovation show", "(C) A fantasy movie trailer involving a gorilla", "(D) A sitcom featuring a gorilla as the main character", "(E) An animation about gorillas", "(F) A serious documentary about wildlife", "(G) A promotional video for a ...	(I)	Video Type and Intent	Video Type	92
All Gorilla glue ads.mp4	TV	Why do you think the chimpanzee suddenly appears beside the woman at 1:17?	[ "(A) The chimpanzee wanted to get away from a predator and saw the woman as a safe presence.", "(B) The chimpanzee mistook the woman for its caretaker from the zoo and approached her.", "(C) Because the chair next to her, which was glued together with inferior glue, broke.", "(D) The chimpanzee was attracted ...	(C)	Video Type and Intent	Video Type	93
Santander Bank Piggy 2018.mp4	TV	What is the little pig at the beginning of the film most likely to symbolize?	[ "(A) The pig symbolizes continuity and resilience amidst life's challenges.", "(B) The pig symbolizes the residents' property.", "(C) The pig symbolizes financial wealth.", "(D) The pig represents a mystical foreign land.", "(E) The pig stands as the girl's toy and her hope.", "(F) The pig embodies the co...	(B)	Metaphor Understanding	Ontological Metaphor	94
Santander Bank Piggy 2018.mp4	TV	What do you think the pink pig in the video represents?	[ "(A) An unrelated lost item.", "(B) A general childhood toy.", "(C) A representation of childhood innocence.", "(D) An item of financial investment.", "(E) The pink pig likely represents a cherished family heirloom or symbol of togetherness.", "(F) A pet substitute.", "(G) A symbol of personal achieveme...	(J)	Implicit Symbol	Other Symbols	95
Santander Bank Piggy 2018.mp4	TV	The creator most likely made this video to convey which of the following core ideas?	[ "(A) To demonstrate how financial tools, like piggy banks, can survive rough conditions.", "(B) To highlight the challenges faced by stray animals in urban environments.", "(C) This video is intended to advertise and promote Santander Bank.", "(D) To explore the importance of seeking help when something impor...	(C)	Video Type and Intent	Video Intent	96
Santander Bank Piggy 2018.mp4	TV	What might the long sequence of scenes and plot starting after 0:42 symbolize?	[ "(A) The scenes convey the theme of technological advancements reshaping society.", "(B) The scenes illustrate the challenges of urban living.", "(C) The scenes signify the unpredictability of life's journey.", "(D) The scenes highlight the impact of climate change.", "(E) The scenes depict the monotonous r...	(F)	Metaphor Understanding	Ontological Metaphor	97
Santander Bank Piggy 2018.mp4	TV	What does the black person in the video represent?	[ "(A) The black person represents staff members at Santander Bank.", "(B) The black person represents a villain trying to capture the lost pig.", "(C) The black person represents the theme of restoration and healing.", "(D) The black person represents a detective solving a mystery.", "(E) The black person re...	(A)	Metaphor Understanding	Ontological Metaphor	98
Lockdown \| One Minute Short Film Challenge \| Film Riot.mp4	movie	Which year do you think this video was most likely released?	[ "(A) 2018", "(B) 2017", "(C) 2016", "(D) 2015", "(E) 2023", "(F) 2019", "(G) 2023", "(H) 2020", "(I) 2014", "(J) 2013" ]	(H)	Video Type and Intent	Video Intent	99

End of preview. Expand in Data Studio

MMR-V: Can MLLMs Think with Video? A Benchmark for Multimodal Deep Reasoning in Videos

📝 Paper | 💻 Code | 🏠 Homepage

👀 MMR-V Data Card ("Think with Video")

The sequential structure of videos poses a challenge to the ability of multimodal large language models (MLLMs) to locate multi-frame evidence🕵️ and conduct multimodal reasoning. However, existing video benchmarks mainly focus on understanding tasks, which only require models to match frames mentioned in the question (referred to as "question frame") and perceive a few adjacent frames. To address this gap, we propose MMR-V: A Benchmark for Multimodal Deep Reasoning in Videos. MMR-V consists of 317 videos and 1,257 tasks. Models like o3 and o4-mini have achieved impressive results on image reasoning tasks by leveraging tool use to enable 🕵️evidence mining on images. Similarly, tasks in MMR-V require models to perform in-depth reasoning and analysis over visual information from different frames of a video, challenging their ability to 🕵️think with video and mine evidence across long-range multi-frame.

🎬 MMR-V Task Examples

📚 Evaluation

Load the MMR-V Videos

huggingface-cli download JokerJan/MMR-VBench --repo-type dataset --local-dir MMR-V --local-dir-use-symlinks False

Extract videos from the .tar files:

cat videos.tar.part.* > videos.tar
tar -xvf videos.tar

Load MMR-V Benchmark:

samples = load_dataset("JokerJan/MMR-VBench", split='test')

🎯 Experiment Results

Dataset Details

Curated by: MMR-V Team

Language(s) (NLP): English

License: CC-BY 4.0

Downloads last month: 686

Size of downloaded dataset files:

587 kB

Size of the auto-converted Parquet files:

587 kB

Number of rows:

1,257

Paper for JokerJan/MMR-VBench

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

Paper • 2506.04141 • Published Jun 4, 2025 • 30