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A Fantastic Woman (2017)
104
1
Needle in a Haystack
NH
In the dimly lit car, a distressed woman is seen with a man leaning on her shoulder. The background shows various lights and blurred objects, indicating a nighttime setting. What is the color of the traffic light visible through the car window?
[ "A. Green", "B. Yellow", "C. Red", "D. Blue", "E. White" ]
C
A Fantastic Woman (2017)
104
2
Needle in a Haystack
NH
In the scene where a woman in a black leather jacket and a man in a police uniform walk through a hospital corridor, they pass by several people sitting on a bench. What is the color of the shirt worn by the man sitting closest to the glass door?
[ "A. Black", "B. Blue", "C. White", "D. Green", "E. Grey" ]
C
A Fantastic Woman (2017)
104
3
Needle in a Haystack
NH
In the scene where the woman is driving, she is wearing a black leather jacket and sunglasses. The background changes as she drives through different areas. What is the color of the building visible through the car window when she is driving past the area with the yellow lighting?
[ "A. Blue", "B. Green", "C. Red", "D. Yellow", "E. White" ]
A
A Fantastic Woman (2017)
104
4
Needle in a Haystack
NH
In the dimly lit bedroom, a woman in a white T-shirt is seen standing and later looking into a closet. The room features a large painting of a stormy sea and a lamp on a bedside table. What is the pattern on the bedspread in the bedroom?
[ "A. Stripes", "B. Polka dots", "C. Floral", "D. Geometric", "E. Solid color" ]
D
A Fantastic Woman (2017)
104
5
Needle in a Haystack
NH
In the bus scene, a woman with a serious expression is looking out of the window while a man with earphones sits behind her. The bus is crowded, and the windows are slightly fogged. What is the color of the earphones worn by the man sitting behind the woman?
[ "A. Black", "B. White", "C. Blue", "D. Red", "E. Green" ]
B
A Fantastic Woman (2017)
104
6
Needle in a Haystack
NH
In the bathroom, a woman in a beige trench coat stands next to a tiled wall with framed pictures hanging on it. The room is small and appears to be a private space. What is depicted in the framed picture closest to the woman?
[ "A. A landscape painting", "B. A portrait of a man", "C. An anatomical drawing", "D. A photograph of a city", "E. A floral illustration" ]
C
A Fantastic Woman (2017)
104
7
Needle in a Haystack
NH
In the scene where the woman is packing her belongings, a framed picture is visible on the wall to her left. What is depicted in the framed picture?
[ "A. A cityscape", "B. A beach scene", "C. A forest", "D. A mountain range", "E. A desert" ]
B
A Fantastic Woman (2017)
104
8
Needle in a Haystack
NH
In the dimly lit club, a woman with shoulder-length hair walks through a crowd of people. The scene is illuminated by blue and green lights, creating a mysterious atmosphere. Among the crowd, a couple is seen kissing passionately. What color is the woman's dress who is kissing the man in the crowd?
[ "A. Blue", "B. Red", "C. Yellow", "D. Green", "E. Black" ]
B
A Fantastic Woman (2017)
104
9
Needle in a Haystack
NH
In the salon, two women are getting their hair washed by two attendants. The woman in the foreground is wearing hoop earrings and a blue shirt with a red towel around her neck. What is the pattern on the wall tiles behind the women?
[ "A. Floral", "B. Geometric", "C. Striped", "D. Polka dots", "E. Plain" ]
B
A Fantastic Woman (2017)
104
10
Needle in a Haystack
NH
In the outdoor scene where a woman in a blue shirt walks along a dirt path lined with trees and palm plants, what type of jewelry is she wearing?
[ "A. A bracelet", "B. A necklace", "C. A ring", "D. Earrings", "E. A watch" ]
D
A Fantastic Woman (2017)
104
11
Video Genre Classification
VC
Based on the script's narrative style and overall tone, what is the genre of the video?
[ "A. Comedy", "B. Drama", "C. Thriller", "D. Documentary", "E. Science Fiction" ]
B
A Fantastic Woman (2017)
104
12
Main Theme Identification
VC
What is the central theme of the video?
[ "A. Adventure", "B. Friendship", "C. Betrayal", "D. Love and Identity", "E. Revenge" ]
D
A Fantastic Woman (2017)
104
13
Primary Setting Recognition
VC
Where does the majority of the video take place?
[ "A. Rural countryside", "B. Suburban neighborhood", "C. Urban city", "D. Deserted island", "E. Space station" ]
C
A Fantastic Woman (2017)
104
14
Main Character Identification
VC
Who is the primary character in the video?
[ "A. Orlando", "B. Sonia", "C. Bruno", "D. Marina", "E. Gabo" ]
D
A Fantastic Woman (2017)
104
15
Plot Summary
VC
What is the key event that drives the plot of the video?
[ "A. Marina's promotion at work", "B. Orlando's sudden death", "C. Sonia's remarriage", "D. Bruno's graduation", "E. Gabo's retirement" ]
B
A Fantastic Woman (2017)
104
16
Plot Twist Identification
VC
What unexpected event changes the direction of the story?
[ "A. Marina winning a lottery", "B. Orlando coming back to life", "C. Marina being attacked by Bruno's friends", "D. Sonia apologizing to Marina", "E. Marina moving to another country" ]
C
A Fantastic Woman (2017)
104
17
Climax Description
VC
What is the climax of the video?
[ "A. Marina attending a concert", "B. Marina retrieving her dog", "C. Marina attending Orlando's funeral", "D. Marina getting a new job", "E. Marina moving to a new apartment" ]
C
A Fantastic Woman (2017)
104
18
Emotional Tone Classification
VC
What is the overall emotional tone of the video?
[ "A. Joyful", "B. Tense", "C. Exciting", "D. Sad", "E. Humorous" ]
D
A Fantastic Woman (2017)
104
19
Visual Style Recognition
VC
How would you describe the visual style of the video?
[ "A. Bright and colorful", "B. Dark and moody", "C. Futuristic and sleek", "D. Rustic and natural", "E. Minimalistic and clean" ]
B
A Fantastic Woman (2017)
104
20
Character Development Analysis
VC
How does Marina's character evolve throughout the video?
[ "A. She becomes more submissive", "B. She becomes more assertive", "C. She becomes more isolated", "D. She becomes more vengeful", "E. She becomes more humorous" ]
B
A Fantastic Woman (2017)
104
21
Conflict Identification
VC
What is the central conflict in the video?
[ "A. Marina's financial struggles", "B. Marina's health issues", "C. Marina's fight for acceptance and dignity", "D. Marina's career challenges", "E. Marina's romantic relationships" ]
C
A Fantastic Woman (2017)
104
22
Setting Description
SR
Where does the scene take place when Marina brings Orlando to the hospital?
[ "A. At a park", "B. At a restaurant", "C. At a hospital entrance", "D. At a police station", "E. At Marina's home" ]
C
A Fantastic Woman (2017)
104
23
Scene Chronology Analysis
SR
What is the sequence of events from the moment Marina arrives at the hospital to when she is asked to wait outside?
[ "A. Marina arrives, paramedics take Orlando out, Marina is asked to wait outside", "B. Marina arrives, paramedics take Orlando out, Marina follows them inside, Marina is asked to wait outside", "C. Marina arrives, Marina follows paramedics inside, paramedics take Orlando out, Marina is asked to wait outside", "D. Marina arrives, paramedics take Orlando out, Marina is asked to wait outside, Marina follows them inside", "E. Marina arrives, paramedics take Orlando out, Marina is asked to wait outside, Marina leaves the hospital" ]
B
A Fantastic Woman (2017)
104
24
Object Occlusion
ODT
Which object is partially occluded when the paramedics are trying to pull Orlando out of the car?
[ "A. The car door", "B. The stretcher", "C. Marina's handbag", "D. Orlando's seatbelt", "E. The hospital entrance sign" ]
D
A Fantastic Woman (2017)
104
25
Object Color Identification
ODT
What is the color of the paramedics' uniforms when they arrive to help Orlando?
[ "A. Red", "B. Blue", "C. Green", "D. White", "E. Yellow" ]
B
A Fantastic Woman (2017)
104
26
Action Sequence
AR
What is the order of actions taken by the paramedics when they first approach Orlando's car?
[ "A. Ask Marina to step back, bring the stretcher, pull Orlando out", "B. Ask Orlando his name, bring the stretcher, pull Orlando out", "C. Bring the stretcher, ask Orlando his name, pull Orlando out", "D. Pull Orlando out, bring the stretcher, ask Orlando his name", "E. Ask Orlando his name, pull Orlando out, bring the stretcher" ]
B
A Fantastic Woman (2017)
104
27
Action Outcome
AR
What is the outcome of the paramedics pulling Orlando out of the car?
[ "A. Orlando regains consciousness", "B. Orlando's condition worsens", "C. Orlando is safely placed on the stretcher", "D. Marina faints", "E. The car door breaks" ]
C
A Fantastic Woman (2017)
104
28
Post-Action Consequence Analysis
TAL
What happens immediately after Marina follows the paramedics into the reanimation cubicle?
[ "A. She is asked to assist with the medical procedures", "B. She is asked to wait outside", "C. She collapses from exhaustion", "D. She starts crying uncontrollably", "E. She calls Orlando's family" ]
B
A Fantastic Woman (2017)
104
29
Character Motivation
TAL
Why does Marina bring Orlando to the hospital?
[ "A. She wants to get medical help for Orlando", "B. She needs to escape from a dangerous situation", "C. She is following Orlando's last wish", "D. She is trying to find a place to hide", "E. She is looking for a doctor for herself" ]
A
A Fantastic Woman (2017)
104
30
Event Conflict Identification
ED
What is the central conflict when the paramedics are trying to pull Orlando out of the car?
[ "A. Marina's refusal to leave the car", "B. The paramedics' inability to find the hospital entrance", "C. Orlando's rigid and stuck limbs", "D. A lack of medical equipment", "E. A disagreement between the paramedics" ]
C
A Fantastic Woman (2017)
104
31
Cause and Effect of Events
ED
What caused Orlando to be taken to the hospital, and what was the immediate effect of his arrival?
[ "A. He had a car accident; he was immediately treated", "B. He was feeling dizzy; he was given medication", "C. He lost consciousness; paramedics tried to revive him", "D. He had a heart attack; he was taken to surgery", "E. He was injured in a fight; he was bandaged" ]
C
A Fantastic Woman (2017)
104
32
Weather Conditions
VCap
What are the weather conditions when Marina arrives at the hospital?
[ "A. It is raining heavily", "B. It is snowing", "C. It is foggy", "D. It is a clear night", "E. It is sunny" ]
D
A Fantastic Woman (2017)
104
33
Vehicles
VCap
What type of vehicle does Marina use to bring Orlando to the hospital?
[ "A. A motorcycle", "B. A bicycle", "C. A truck", "D. A car", "E. An ambulance" ]
D
A Fantastic Woman (2017)
104
34
Conflict and Emotion
VER
How does Marina emotionally respond when the paramedics are trying to pull Orlando out of the car?
[ "A. She is calm and composed", "B. She is indifferent", "C. She is anxious and concerned", "D. She is angry and yelling", "E. She is laughing" ]
C
A Fantastic Woman (2017)
104
35
Subtle Emotional Cues
VER
What subtle emotional cues indicate Marina's true feelings when she is asked to wait outside the reanimation cubicle?
[ "A. She smiles and nods", "B. She looks relieved", "C. She stands motionless and looks disoriented", "D. She starts talking to other people", "E. She leaves the hospital immediately" ]
C
A Fantastic Woman (2017)
104
36
Setting Description
SR
In the scene where Marina is calling Gabo, what is the setting of the scene?
[ "A. A brightly lit hospital lobby", "B. A dimly lit hospital hallway", "C. A quiet hospital bathroom", "D. A bustling hospital emergency room", "E. A dark hospital parking lot" ]
E
A Fantastic Woman (2017)
104
37
Character Development Across Scenes
SR
How does Marina's character develop from her interaction with the Female Nurse to her conversation with Gabo?
[ "A. She becomes more confident and assertive.", "B. She becomes increasingly anxious and distressed.", "C. She becomes more detached and indifferent.", "D. She becomes more hopeful and optimistic.", "E. She becomes more suspicious and paranoid." ]
B
A Fantastic Woman (2017)
104
38
Object Identification
ODT
What objects are present in the hospital bathroom scene where Marina is alone?
[ "A. A mirror, a sink, and a towel dispenser", "B. A chair, a table, and a lamp", "C. A bed, a curtain, and a monitor", "D. A clock, a painting, and a plant", "E. A phone, a book, and a pen" ]
A
A Fantastic Woman (2017)
104
39
Object Interaction
ODT
How does Marina interact with objects in the hospital bathroom scene?
[ "A. She throws a towel into the sink.", "B. She breaks the mirror in frustration.", "C. She washes her face and looks into the mirror.", "D. She sits on the floor and leans against the wall.", "E. She writes a note on the bathroom wall." ]
C
A Fantastic Woman (2017)
104
40
Action Purpose
AR
What is the purpose behind Marina calling Gabo after Orlando's death?
[ "A. To inform him about a meeting", "B. To ask for financial help", "C. To notify him about Orlando's death and seek support", "D. To discuss her own health issues", "E. To arrange a social gathering" ]
C
A Fantastic Woman (2017)
104
41
Action and Environment Interaction
AR
How does Marina's action of calling Gabo interact with the environment outside the hospital?
[ "A. She is distracted by the noise of passing cars.", "B. She is comforted by the quiet and darkness.", "C. She is interrupted by hospital staff.", "D. She is disturbed by the cold weather.", "E. She is approached by strangers offering help." ]
B
A Fantastic Woman (2017)
104
42
Post-Action Consequence Analysis
TAL
What are the immediate consequences of Marina informing Gabo about Orlando's death?
[ "A. Gabo hangs up the phone abruptly.", "B. Gabo reassures Marina and promises to inform the family.", "C. Gabo accuses Marina of lying.", "D. Gabo starts crying uncontrollably.", "E. Gabo refuses to believe Marina." ]
B
A Fantastic Woman (2017)
104
43
Character Motivation
TAL
What motivates Marina to tell the Doctor that she is Orlando's partner?
[ "A. To gain access to Orlando's medical information", "B. To avoid suspicion from the hospital staff", "C. To assert her relationship with Orlando", "D. To receive financial benefits", "E. To expedite Orlando's treatment" ]
A
A Fantastic Woman (2017)
104
44
Event Dialogue Summary
ED
What is the main dialogue between Marina and the Female Nurse about?
[ "A. Marina's medical history", "B. Orlando's personal belongings", "C. Marina's relationship with Orlando", "D. The hospital's visiting hours", "E. The nurse's personal life" ]
B
A Fantastic Woman (2017)
104
45
Event Sequence Analysis
ED
What is the sequence of events from Marina's interaction with the Doctor to her call with Gabo?
[ "A. Marina talks to the Doctor, waits in the hallway, enters the bathroom, and then calls Gabo.", "B. Marina talks to the Doctor, leaves the hospital, enters the bathroom, and then calls Gabo.", "C. Marina talks to the Doctor, enters the bathroom, waits in the hallway, and then calls Gabo.", "D. Marina talks to the Doctor, enters the bathroom, leaves the hospital, and then calls Gabo.", "E. Marina talks to the Doctor, waits in the hallway, leaves the hospital, and then calls Gabo." ]
A
A Fantastic Woman (2017)
104
46
Dialogue Summarization
VCap
What is the primary dialogue exchange between Marina and the Doctor about?
[ "A. Marina's health condition", "B. Orlando's medical status and Marina's relationship with him", "C. The hospital's policies", "D. Marina's financial situation", "E. The Doctor's personal life" ]
B
A Fantastic Woman (2017)
104
47
Animals
VCap
Are there any animals present in the scenes start with Marina anxiously waiting for news about Orlando's condition from a nurse and a doctor at the hospital, and end with Marina making a distressing phone call to Gabo to inform him of Orlando's death and asking for support?
[ "A. Yes, a cat in the hospital hallway", "B. Yes, a dog outside the hospital", "C. Yes, birds in the hospital garden", "D. No, there are no animals present", "E. Yes, a fish tank in the hospital lobby" ]
D
A Fantastic Woman (2017)
104
48
Subtle Emotional Cues
VER
What subtle emotional cues indicate Marina's true feelings when she talks to the Doctor?
[ "A. Her loud and confident voice", "B. Her calm and steady breathing", "C. Her hesitant and stuttering speech", "D. Her cheerful and upbeat tone", "E. Her relaxed and casual posture" ]
C
A Fantastic Woman (2017)
104
49
Non-Verbal Emotional Expression
VER
How does Marina non-verbally express her emotions in the bathroom scene?
[ "A. By smiling and laughing", "B. By pacing back and forth", "C. By falling to her knees and breathing heavily", "D. By clapping her hands", "E. By waving her arms" ]
C
A Fantastic Woman (2017)
104
50
Setting Description
SR
Where does the scene take place when Marina is walking away from the hospital at dawn?
[ "A. In a park", "B. On a beach", "C. On the hospital streets", "D. In a shopping mall", "E. At a bus station" ]
C
A Fantastic Woman (2017)
104
51
Main Characters in a Scene
SR
Who are the main characters present in the scene where Marina is questioned by the Chief Police Officer in the hospital?
[ "A. Marina, Gabo, and the Doctor", "B. Marina, Chief Police Officer, and Low-Ranking Police Officer", "C. Marina, Alessandra, and the Client", "D. Marina, Orlando, and the Woman", "E. Marina, Chief Police Officer, and Gabo" ]
E
A Fantastic Woman (2017)
104
52
Object Identification
ODT
What object does Marina hand over to the Chief Police Officer during their interaction in the hospital?
[ "A. Her phone", "B. Her ID card", "C. A wallet", "D. A piece of paper", "E. A photograph" ]
B
A Fantastic Woman (2017)
104
53
Object Count
ODT
How many police officers are present in the scene where Marina is taken back to the hospital?
[ "A. One", "B. Two", "C. Three", "D. Four", "E. Five" ]
B
A Fantastic Woman (2017)
104
54
Action Frequency
AR
How many times does Marina interact with police officers in the provided scenes?
[ "A. Once", "B. Twice", "C. Three times", "D. Four times", "E. Five times" ]
B
A Fantastic Woman (2017)
104
55
Action Outcome
AR
What is the outcome of Marina providing her ID card to the Chief Police Officer?
[ "A. She is arrested", "B. She is allowed to leave", "C. The Chief Police Officer returns her ID card", "D. The Chief Police Officer confiscates her ID card", "E. She is fined" ]
C
A Fantastic Woman (2017)
104
56
Action Start and End Recognition
TAL
When does the action of Marina being questioned by the Chief Police Officer start and end?
[ "A. Starts when Marina enters the hospital, ends when she leaves the hospital", "B. Starts when the Low-Ranking Police Officer brings her in, ends when Gabo arrives", "C. Starts when Marina is stopped by the patrol car, ends when she leaves the hospital", "D. Starts when the Chief Police Officer asks for her ID, ends when he returns it", "E. Starts when Marina is jogging, ends when she reaches the amusement park" ]
B
A Fantastic Woman (2017)
104
57
Character Motivation
TAL
What motivates Marina to walk away from the hospital initially?
[ "A. She wants to avoid conflict", "B. She is late for work", "C. She is looking for someone", "D. She is scared of the police", "E. She needs to make a phone call" ]
A
A Fantastic Woman (2017)
104
58
Emotional Impact of Events
ED
What is the emotional impact on Marina when the Chief Police Officer questions her in the hospital?
[ "A. Relief", "B. Joy", "C. Humiliation", "D. Excitement", "E. Indifference" ]
C
A Fantastic Woman (2017)
104
59
Event Setting Description
ED
Where does the event take place when Marina is driving Orlando’s car nervously?
[ "A. On a highway", "B. In a parking lot", "C. In Orlando’s driveway", "D. On city streets", "E. In a rural area" ]
D
A Fantastic Woman (2017)
104
60
Dialogue Summarization
VCap
What is the primary dialogue exchange between Marina and Alessandra in the restaurant?
[ "A. Discussing Marina’s work schedule", "B. Talking about a new menu item", "C. Planning a party", "D. Discussing a customer complaint", "E. Talking about a pay raise" ]
A
A Fantastic Woman (2017)
104
61
Emotional Expression
VCap
How does Marina express her emotions when she is questioned by the Chief Police Officer?
[ "A. She smiles", "B. She looks relieved", "C. She appears nervous and remorseful", "D. She laughs", "E. She looks indifferent" ]
C
A Fantastic Woman (2017)
104
62
Emotion and Dialogue
VER
How is Marina’s emotional state reflected in her dialogue with the Chief Police Officer?
[ "A. She speaks confidently", "B. She is sarcastic", "C. She speaks nervously and defensively", "D. She is cheerful", "E. She is indifferent" ]
C
A Fantastic Woman (2017)
104
63
Non-Verbal Emotional Expression
VER
How does Marina non-verbally express her emotions when she is asked for her phone number by the Chief Police Officer?
[ "A. She smiles", "B. She frowns", "C. She looks humiliated", "D. She laughs", "E. She looks relieved" ]
C
A Fantastic Woman (2017)
104
64
Indoor/Outdoor Scene Recognition
SR
In the scene where Orlando is looking for the envelope in his car, where does this scene take place?
[ "A. Indoors", "B. Outdoors", "C. Both indoors and outdoors", "D. In a parking garage", "E. In a basement" ]
B
A Fantastic Woman (2017)
104
65
Scene Conflict Identification
SR
What is the central conflict in the scene where Orlando calls his secretary, Mónica, from his office?
[ "A. Orlando is upset about a missed meeting.", "B. Orlando cannot find an important envelope.", "C. Orlando is arguing with his secretary.", "D. Orlando is dealing with a malfunctioning phone.", "E. Orlando is worried about his health." ]
B
A Fantastic Woman (2017)
104
66
Object Frequency of Appearance
ODT
How many times does the envelope appear in the scenes start with Orlando in a steamy sauna in downtown Santiago, and end with Orlando and Marina celebrating Marina's birthday at a Chinese restaurant, where waiters sing happy birthday and bring out a cake?
[ "A. Once", "B. Twice", "C. Three times", "D. Four times", "E. Five times" ]
C
A Fantastic Woman (2017)
104
67
Object Appearance Order
ODT
In what order do the following objects appear: massage bed, car's glove box, and hotel front desk?
[ "A. Car's glove box, hotel front desk, massage bed", "B. Massage bed, car's glove box, hotel front desk", "C. Hotel front desk, massage bed, car's glove box", "D. Massage bed, hotel front desk, car's glove box", "E. Car's glove box, massage bed, hotel front desk" ]
B
A Fantastic Woman (2017)
104
68
Action Frequency
AR
How many times does Orlando interact with a receptionist in the scenes start with Orlando in a steamy sauna in downtown Santiago, and end with Orlando and Marina celebrating Marina's birthday at a Chinese restaurant, where waiters sing happy birthday and bring out a cake?
[ "A. Once", "B. Twice", "C. Three times", "D. Four times", "E. Five times" ]
B
A Fantastic Woman (2017)
104
69
Action Outcome
AR
What is the outcome of Orlando asking the receptionist for a piece of paper and an envelope?
[ "A. The receptionist refuses his request.", "B. The receptionist gives him a piece of paper and an envelope.", "C. The receptionist calls security.", "D. The receptionist asks him to wait.", "E. The receptionist does not understand his request." ]
B
A Fantastic Woman (2017)
104
70
Action Termination Indicator
TAL
What indicates the end of Orlando's search for the envelope in his car?
[ "A. He finds the envelope.", "B. He gives up and leaves the car.", "C. He calls his secretary again.", "D. He decides to go to the hotel.", "E. He finds a different item." ]
B
A Fantastic Woman (2017)
104
71
Immediate Reactions
TAL
How does Marina react immediately after blowing out the candle on the birthday cake?
[ "A. She starts crying.", "B. She thanks Orlando and the waiters.", "C. She leaves the restaurant.", "D. She makes a wish.", "E. She asks for another cake." ]
B
A Fantastic Woman (2017)
104
72
Main Characters in Events
ED
Who are the main characters involved in the birthday celebration at the Chinese restaurant?
[ "A. Orlando and the Chinese receptionist", "B. Orlando and Marina", "C. Marina and the Chinese waiters", "D. Orlando, Marina, and the Chinese waiters", "E. Orlando and the Chinese waiters" ]
D
A Fantastic Woman (2017)
104
73
Event Start and End Landmark Scenes
ED
What are the landmark scenes that mark the beginning and end of the birthday celebration event at the Chinese restaurant?
[ "A. Orlando making a reservation and Marina blowing out the candle", "B. Orlando entering the restaurant and the waiters bringing slices of cake", "C. The waiters singing happy birthday and Marina thanking Orlando", "D. Orlando confirming the reservation and the waiters leaving the table", "E. Marina entering the restaurant and Orlando clapping his hands" ]
B
A Fantastic Woman (2017)
104
74
Emotional Expression
VCap
How does Orlando's emotional expression change when he watches Marina perform at the hotel bar?
[ "A. He becomes visibly angry.", "B. He looks bored and uninterested.", "C. He appears fascinated and sings along softly.", "D. He looks confused and distracted.", "E. He becomes anxious and leaves the bar." ]
C
A Fantastic Woman (2017)
104
75
Lighting
VCap
What type of lighting is used in the sauna scenes with Orlando?
[ "A. Bright and harsh lighting", "B. Dim and steamy lighting", "C. Natural sunlight", "D. Colorful and vibrant lighting", "E. Flickering candlelight" ]
B
A Fantastic Woman (2017)
104
76
Group Emotion Dynamics
VER
What is the predominant emotion among the group of people in the hotel bar while Marina is performing?
[ "A. Excitement", "B. Indifference", "C. Anger", "D. Sadness", "E. Anxiety" ]
B
A Fantastic Woman (2017)
104
77
Contrasting Emotions
VER
How do Orlando's and the receptionist's emotions differ during their interaction at the hotel front desk?
[ "A. Orlando is anxious, while the receptionist is calm.", "B. Orlando is angry, while the receptionist is scared.", "C. Orlando is happy, while the receptionist is sad.", "D. Orlando is confused, while the receptionist is annoyed.", "E. Orlando is excited, while the receptionist is indifferent." ]
A
A Fantastic Woman (2017)
104
78
Emotional Tone Analysis
SR
In the scene where Marina is talking to Sonia on the phone about Orlando's car, what is the predominant emotion conveyed by Marina?
[ "A. Anger", "B. Sadness", "C. Frustration", "D. Calmness", "E. Indifference" ]
C
A Fantastic Woman (2017)
104
79
Visual Style Recognition
SR
In the scene where Marina meets Detective Adriana Cortes outside the restaurant, what visual style is used to enhance the mood?
[ "A. High contrast lighting with deep shadows", "B. Bright, saturated colors with soft lighting", "C. Natural lighting with a muted color palette", "D. Overexposed lighting with pastel colors", "E. Dark, monochromatic tones with harsh lighting" ]
C
A Fantastic Woman (2017)
104
80
Object Color Identification
ODT
What is the color of the file that Detective Adriana Cortes is holding when she meets Marina outside the restaurant?
[ "A. Red", "B. Blue", "C. Green", "D. Yellow", "E. Black" ]
E
A Fantastic Woman (2017)
104
81
Object Appearance Order
ODT
In what order do the following objects appear in the scene where Marina is driving Orlando's car: key with the number 181, ghost of Orlando, parking lot?
[ "A. Ghost of Orlando, key with the number 181, parking lot", "B. Key with the number 181, parking lot, ghost of Orlando", "C. Parking lot, ghost of Orlando, key with the number 181", "D. Key with the number 181, ghost of Orlando, parking lot", "E. Parking lot, key with the number 181, ghost of Orlando" ]
B
A Fantastic Woman (2017)
104
82
Action Sequence
AR
What is the sequence of actions Marina takes when she meets Detective Adriana Cortes outside the restaurant?
[ "A. Marina shakes hands, asks for identification, looks at the file", "B. Marina asks for identification, shakes hands, looks at the file", "C. Marina looks at the file, asks for identification, shakes hands", "D. Marina shakes hands, looks at the file, asks for identification", "E. Marina asks for identification, looks at the file, shakes hands" ]
A
A Fantastic Woman (2017)
104
83
Contextual Actions
AR
In what context does Marina excuse herself from her colleagues in the restaurant?
[ "A. To take a phone call from Sonia", "B. To meet Detective Adriana outside", "C. To handle a problem with a customer's check", "D. To take a break", "E. To speak with Alessandra" ]
A
A Fantastic Woman (2017)
104
84
Pre-Action Context Analysis
TAL
What events lead up to Marina meeting Detective Adriana Cortes outside the restaurant?
[ "A. Marina receives a phone call from Sonia", "B. Alessandra informs Marina that someone is looking for her outside", "C. Marina finishes serving a customer", "D. Marina talks to her colleagues about her day", "E. Marina takes a break from her work" ]
B
A Fantastic Woman (2017)
104
85
Immediate Reactions
TAL
How does Marina immediately react when Detective Adriana Cortes mentions Orlando's injuries?
[ "A. She becomes defensive", "B. She starts crying", "C. She laughs nervously", "D. She remains silent", "E. She walks away" ]
A
A Fantastic Woman (2017)
104
86
Emotional Impact of Events
ED
What is the emotional impact on Marina when she sees the ghost of Orlando in the parking lot?
[ "A. Relief", "B. Joy", "C. Fear", "D. Anger", "E. Confusion" ]
C
A Fantastic Woman (2017)
104
87
Plot Development Contribution
ED
How does the conversation between Marina and Detective Adriana Cortes contribute to the overall plot?
[ "A. It reveals Marina's past relationship with Orlando", "B. It introduces a new character, Alessandra", "C. It shows Marina's work environment", "D. It highlights Marina's financial struggles", "E. It sets up a potential investigation into Orlando's death" ]
E
A Fantastic Woman (2017)
104
88
Weather Conditions
VCap
What are the weather conditions when Marina meets Detective Adriana Cortes outside the restaurant?
[ "A. Sunny and clear", "B. Rainy and overcast", "C. Snowy and cold", "D. Foggy and damp", "E. Windy and chilly" ]
A
A Fantastic Woman (2017)
104
89
Animals
VCap
What animal is present in Orlando's apartment when Marina returns, and what is its significance?
[ "A. A dog, symbolizing loyalty", "B. A cat, symbolizing independence", "C. A bird, symbolizing freedom", "D. A fish, symbolizing tranquility", "E. A rabbit, symbolizing vulnerability" ]
B
A Fantastic Woman (2017)
104
90
Primary Emotion Identification
VER
What is the primary emotion displayed by Marina when she listens to the voicemail from Adriana in Orlando's apartment?
[ "A. Happiness", "B. Anger", "C. Sadness", "D. Anxiety", "E. Indifference" ]
D
A Fantastic Woman (2017)
104
91
Emotional Resolution
VER
How does Marina's emotional arc resolve in the scene where she collapses on the couch in Orlando's apartment?
[ "A. She feels a sense of relief", "B. She becomes more determined", "C. She feels overwhelmed and exhausted", "D. She finds clarity and peace", "E. She becomes angry and frustrated" ]
C
A Fantastic Woman (2017)
104
92
Visual Style Recognition
SR
In the scene where Marina is lying on the bed and smoking a joint, what visual style is used to convey her emotional state?
[ "A. Bright lighting with vibrant colors", "B. Soft lighting with a warm color palette", "C. Harsh lighting with high contrast", "D. Dim lighting with cool tones", "E. Natural lighting with neutral colors" ]
D
A Fantastic Woman (2017)
104
93
Dialogue Content Summary
SR
In the scene where Bruno confronts Marina about Orlando's death, what is the main topic of their conversation?
[ "A. Marina's relationship with Orlando", "B. The circumstances of Orlando's death", "C. Bruno's feelings about Diabla", "D. Marina's plans for the future", "E. Bruno's past with Orlando" ]
B
A Fantastic Woman (2017)
104
94
Object Count
ODT
How many times does Diabla appear in the scenes start with Detective Cortes demanding Marina to meet her at the Forensic Medical Service, and end with a tense conversation between Marina and Bruno, where Bruno questions Marina about Orlando's death and her identity?
[ "A. Once", "B. Twice", "C. Three times", "D. Four times", "E. Five times" ]
B
A Fantastic Woman (2017)
104
95
Object Color Identification
ODT
What is the color of the sweater Marina puts on when she meets Bruno in the living room?
[ "A. Red", "B. Blue", "C. Green", "D. Black", "E. White" ]
D
A Fantastic Woman (2017)
104
96
Action Variation
AR
What different actions does Marina perform to try to relax herself in Orlando's apartment?
[ "A. Reading a book and listening to music", "B. Practicing yoga and meditating", "C. Boxing and smoking a joint", "D. Cooking and cleaning", "E. Painting and drawing" ]
C
A Fantastic Woman (2017)
104
97
Emotional Expression in Actions
AR
What emotion is Marina expressing when she immerses her head between Orlando's clothes in the closet?
[ "A. Joy", "B. Anger", "C. Nostalgia", "D. Fear", "E. Indifference" ]
C
A Fantastic Woman (2017)
104
98
Action Start and End Recognition
TAL
What marks the start and end of the scene where Marina is woken up by Diabla's barking?
[ "A. Start: Marina lying on the bed; End: Marina meeting Bruno in the living room", "B. Start: Marina smoking a joint; End: Marina opening Orlando's closet", "C. Start: Marina opening her eyes; End: Bruno playing with Diabla", "D. Start: Diabla barking; End: Marina putting on a sweater", "E. Start: Bruno entering the apartment; End: Marina lying on the bed" ]
A
A Fantastic Woman (2017)
104
99
Character Motivation
TAL
What is Detective Cortes' motivation for demanding Marina to come in and talk to her?
[ "A. To offer Marina protection", "B. To gather information about Orlando's death", "C. To arrest Marina for a crime", "D. To provide Marina with legal advice", "E. To inform Marina about a new development in the case" ]
B
A Fantastic Woman (2017)
104
100
Event Transition Description
ED
How does the video transition from the scene where Marina is lying on the bed to the scene where she wakes up in the morning?
[ "A. A fade to black followed by a fade in", "B. A cut to a different location", "C. A time-lapse showing the passage of time", "D. A dissolve effect", "E. A continuous shot with changing lighting" ]
A
End of preview. Expand in Data Studio

ALLVB: All-in-One Long Video Understanding Benchmark

Build

License

Our dataset is under the CC-BY-NC-SA-4.0 license.

⚠️ If you need to access and use our dataset, you must understand and agree: This dataset is for research purposes only and cannot be used for any commercial or other purposes. The user assumes all effects arising from any other use and dissemination.

Introduction

From image to video understanding, the capabilities of Multimodal LLMs (MLLMs) are increasingly powerful. However, most existing video understanding benchmarks are relatively short, which makes them inadequate for effectively evaluating the long-sequence modeling capabilities of MLLMs. This highlights the urgent need for a comprehensive and integrated long video understanding benchmark to assess the ability of MLLMs thoroughly. To this end, we propose ALLVB (ALL-in-One Long Video Understanding Benchmark). ALLVB’s main contributions include: 1) It integrates 9 major video understanding tasks. These tasks are converted into video Q&A formats, allowing a single benchmark to evaluate 9 different video understanding capabilities of MLLMs, highlighting the versatility, comprehensiveness, and challenging nature of ALLVB. 2) A fully automated annotation pipeline using GPT-4o is designed, requiring only human quality control, which facilitates the maintenance and expansion of the benchmark. 3) It contains 1,376 videos across 16 categories, averaging nearly 2 hours each, with a total of 252k Q&As. To the best of our knowledge, it is the largest long video understanding benchmark in terms of the number of videos, average duration, and number of Q&As. We have tested various mainstream MLLMs on ALLVB, and the results indicate that even the most advanced commercial models have significant room for improvement. This reflects the benchmark’s challenging nature and demonstrates the substantial potential for development in long video understanding.

Benchmark Construction Pipeline

The construction pipeline of ALLVB. Utilizing the powerful processing capabilities of GPT-4o, we first segment the movie into different sub-plots based on the corresponding script content. We then create Q&As for the entire video, each sub-plot, and evenly divided needle segments using 91 question templates. Note that needle segments do not correspond to the sub-plot segments.

Benchmark Statistics

ALLVB Benchmark Statistics Chart. The distributions shown, from left to right, are video duration, number of sub-plots per video, number of Q&As per video, and video genres. Most videos are between 90-150 minutes in length, which is significantly longer than those in other benchmarks, highlighting the challenge of ALLVB. The majority of videos are divided into 5-20 sub-plots, resulting in most videos having 100-250 Q&As, showcasing the benchmark’s comprehensiveness. Finally, our videos span 16 diverse genres, ensuring the benchmark’s general applicability.

Citation

If you find this repository useful, please consider giving a citation.

@inproceedings{tan2025allvb,
  title={ALLVB: All-in-One Long Video Understanding Benchmark},
  author={Tan, Xichen and Luo, Yuanjing and Ye, Yunfan and Liu, Fang and Cai, Zhiping},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={39},
  number={7},
  pages={7211--7219},
  year={2025}
}
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