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001
https://www.youtube.com/watch?v=AYSYelOQtQI
logic
[1,2,3,4]
001-1
What is the ethnicity of the protagonist's mother?
A. Malaysian. B. British. C. Singaporean. D. German. E. Canadian. F. Chinese. G. American. H. Cannot be determined.
F
null
null
null
001
https://www.youtube.com/watch?v=AYSYelOQtQI
logic
[1,2,3,4]
001-2
Why didn't the boss let the protagonist dress as Hello Kitty?
A. Because she is not slender enough. B. Because her mom is Malaysian Chinese. C. Because she is not Japanese. D. Because her face is not beautiful enough. E. Because she has no relevant work experience. F. Because she is not a Black girl. G. Because she doesn't have a deep understanding of Hello Kitty. H. Because her ...
B
null
null
null
001
https://www.youtube.com/watch?v=AYSYelOQtQI
logic
[1,2,3,4]
001-3
What is the short film about?
A. Racial discrimination. B. Religious conflict. C. Cosplay as a means of psychological healing. D. Career dilemmas and breakthroughs of independent fashion designers. E. The complex psychological struggle of grieving a lost family member. F. The conflict between traditional values and modern fashion. G. Generational g...
A
null
null
null
001
https://www.youtube.com/watch?v=AYSYelOQtQI
logic
[1,2,3,4]
001-4
What does the segment of the performer at the end of the video aim to convey?
A. It illustrates the blurring boundary between virtuality and reality. B. It embodies the fear of being replaced by artificial intelligence. C. It represents the reclamation of one's true self in a rigid world. D. It represents the psychological struggle between the conscious mind and subconscious desires. E. It refle...
H
3
Complex Plot Comprehension
Symbolic/Metaphorical Interpretation
002
https://www.youtube.com/watch?v=3kkRIIRDm0k
logic
[1,[2,3],4]
002-1
Within the first 15 seconds of the Green Level challenge, how many times in total did the man water the flowers?
A. 4. B. 1. C. 7. D. 2. E. 0. F. 5. G. 6. H. 3.
F
null
null
null
002
https://www.youtube.com/watch?v=3kkRIIRDm0k
logic
[1,[2,3],4]
002-2
Within the first 15 seconds of the Green Level challenge, how many times was each flower watered, counting from left to right?
A. 2, 2, 1. B. 3, 2, 1. C. 2, 1, 2. D. 2, 1, 1. E. 1, 2, 2. F. 1, 2, 1. G. 1, 1, 2. H. 2, 2, 2.
E
null
null
null
002
https://www.youtube.com/watch?v=3kkRIIRDm0k
logic
[1,[2,3],4]
002-3
At the first 15 seconds of the Green Level challenge, how many times had each flower been watered, ordered from shortest to tallest?
A. 1, 2, 3. B. 1, 1, 2. C. 1, 2, 2. D. 1, 1, 1. E. 2, 2, 3. F. 2, 2, 2. G. 2, 3, 3. H. 3, 3, 3.
C
null
null
null
002
https://www.youtube.com/watch?v=3kkRIIRDm0k
logic
[1,[2,3],4]
002-4
Within the first 15 seconds of the Green Level challenge, suppose the leftmost flower on the screen is watered exactly the same number of times. Now let the rightmost flower on the screen be watered the same number of times as the leftmost flower, and the middle flower is watered exactly one more time than it was origi...
A. 2, 0. B. 3, 3. C. 3, 2. D. 1, 0. E. 4, 2. F. 3, 1. G. 2, 2. H. 2, 1.
F
3
Physical World Reasoning
Counterfactual Reasoning
003
https://www.youtube.com/watch?v=SwbI-xFdRis
logic
[1,2,3,4]
003-1
Does the ball exist underneath any of the shells?
A. No. B. Yes. C. Cannot be determined.
B
null
null
null
003
https://www.youtube.com/watch?v=SwbI-xFdRis
logic
[1,2,3,4]
003-2
Underneath which shell is the ball located at the end?
A. There is no ball under any shell. B. The third shell. C. The sixth shell. D. The second shell. E. The seventh shell. F. The fifth shell. G. The fourth shell. H. The first shell.
G
null
null
null
003
https://www.youtube.com/watch?v=SwbI-xFdRis
logic
[1,2,3,4]
003-3
The host performed a total of two shell swaps (defining a single swap as an instance where all shells return to an approximately straight line). Underneath which shell was the ball located after the first swap?
A. There is no ball under any shell. B. The seventh shell. C. The fourth shell. D. The fifth shell. E. The sixth shell. F. The second shell. G. The third shell. H. The first shell.
C
null
null
null
003
https://www.youtube.com/watch?v=SwbI-xFdRis
logic
[1,2,3,4]
003-4
The host performed a total of two shell swaps (defining a single swap as an instance where all shells return to an approximately straight line). Underneath which shell was the ball located initially?
A. The seventh shell. B. The fourth shell. C. The fifth shell. D. The third shell. E. The second shell. F. There is no ball under any shell. G. The first shell. H. The sixth shell.
D
3
Physical World Reasoning
Entity Persistence Tracking
004
https://www.youtube.com/watch?v=SseVCuT0vAI
logic
[1,2,3,4]
004-1
How many cargo-loaded wagons are on the train traveling down the hill towards BEARHEAD STATION?
A. 6. B. 3. C. 4. D. 1. E. 5. F. 7. G. 0. H. 2.
B
null
null
null
004
https://www.youtube.com/watch?v=SseVCuT0vAI
logic
[1,2,3,4]
004-2
What color are the cargo wagons on the train traveling down the hill towards BEARHEAD STATION?
A. All are blue. B. All are black. C. Two are red, two is black. D. Two are red, two is blue. E. All are red. F. Two are black, one is red. G. Two are blue, one is red. H. One is red, one is blue, one is black.
F
null
null
null
004
https://www.youtube.com/watch?v=SseVCuT0vAI
logic
[1,2,3,4]
004-3
Which wagon(s) on the train traveling down the hill towards BEARHEAD STATION are loaded with cargo and are red? Which wagon(s) on the train traveling down the hill towards BEARHEAD STATION are loaded with cargo and are black?
A. The second and the third one from the front; the first one from the front. B. The second one from the front; the fourth one from the front. C. The middle one; the one immediately following the middle one. D. The third one from the front; the first and the second one from the front. E. Cannot be determined. F. The se...
G
null
null
null
004
https://www.youtube.com/watch?v=SseVCuT0vAI
logic
[1,2,3,4]
004-4
When the train came down the hill and stopped at BEARHEAD STATION, from which wagon did the person wearing the bear headgear come out?
A. The first one from the rear. B. Cannot be determined. C. The third one from the rear. D. The third one from the front. E. The second one from the front. F. The fourth one from the front. G. The second one from the rear. H. The middle one.
C
3
Physical World Reasoning
Entity Persistence Tracking
005
https://www.youtube.com/watch?v=xrx6cB7Thbw
logic
[[1,2],3,4]
005-1
What is the relationship between x and b?
A. Xb=2. B. Xb=6. C. Xb=1. D. Xb=7. E. Xb=3. F. Xb=8. G. Xb=5. H. Xb=4.
B
null
null
null
005
https://www.youtube.com/watch?v=xrx6cB7Thbw
logic
[[1,2],3,4]
005-2
What is the relationship between y and a?
A. Ya=6. B. Ya=10. C. Ya=12. D. Ya=16. E. Ya=8. F. Ya=20. G. Ya = 18. H. Ya=4.
E
null
null
null
005
https://www.youtube.com/watch?v=xrx6cB7Thbw
logic
[[1,2],3,4]
005-3
What is the area of the entire rectangle?
A. 18. B. 26. C. 28. D. 24. E. 16. F. 20. G. 22. H. 14.
D
null
null
null
005
https://www.youtube.com/watch?v=xrx6cB7Thbw
logic
[[1,2],3,4]
005-4
What is the value of A?
A. 6. B. 12. C. 20. D. 18. E. 22. F. 8. G. 16. H. 24.
D
3
Video-Based Knowledge Acquisition
Professional Knowledge Acquisition
006
https://www.youtube.com/watch?v=5G3NWgAnjPw
logic
[1,2,3,4]
006-1
What is the area of triangle CDQ?
A. 20. B. 32. C. 12. D. 21. E. 18. F. 68/7. G. 24. H. 63/5.
D
null
null
null
006
https://www.youtube.com/watch?v=5G3NWgAnjPw
logic
[1,2,3,4]
006-2
What is the area of triangle OCD?
A. 16/3. B. 48/7. C. 10. D. 8. E. 7.5. F. 9. G. 7. H. 6.
F
null
null
null
006
https://www.youtube.com/watch?v=5G3NWgAnjPw
logic
[1,2,3,4]
006-3
What is the area of triangle OQB?
A. 17. B. 20. C. 16. D. 18. E. 13. F. 22. G. 14. H. 21.
C
null
null
null
006
https://www.youtube.com/watch?v=5G3NWgAnjPw
logic
[1,2,3,4]
006-4
What is the value of A?
A. 75. B. 54. C. 33. D. 71. E. 70. F. 58. G. 61. H. 49.
E
3
Video-Based Knowledge Acquisition
Professional Knowledge Acquisition
007
https://www.youtube.com/watch?v=if6bxEFxkTY
logic
[[1,2],3,4]
007-1
What is the length of line segment EG?
A. 7. B. 8. C. 6. D. 5. E. R. F. 9. G. 4. H. 3.
D
null
null
null
007
https://www.youtube.com/watch?v=if6bxEFxkTY
logic
[[1,2],3,4]
007-2
The length of line segment NG is equal to the length of which line segment?
A. EQ. B. NB. C. BG. D. OP. E. GQ. F. EB. G. BP. H. GE.
E
null
null
null
007
https://www.youtube.com/watch?v=if6bxEFxkTY
logic
[[1,2],3,4]
007-3
What is the value of r?
A. 1. B. 7. C. 2. D. 4. E. 6. F. 5. G. Cannot be determined. H. 3.
C
null
null
null
007
https://www.youtube.com/watch?v=if6bxEFxkTY
logic
[[1,2],3,4]
007-4
What is the value of A?
A. 4Ο€. B. 5Ο€. C. 1.69Ο€. D. 2.25Ο€. E. 2Ο€. F. 4.41Ο€. G. 3Ο€. H. 3.69Ο€.
A
3
Video-Based Knowledge Acquisition
Professional Knowledge Acquisition
008
https://www.youtube.com/watch?v=fOoRmfNuIUg
logic
[1,2,3,4]
008-1
Which point does the guide line at the end of the video pass through?
A. The center of the largest sector. B. The bottom-left vertex of the rectangle. C. The intersection point of three sectors. D. The top-right vertex of the rectangle. E. The point of tangency between two sectors. F. The midpoint of the top side of the rectangle. G. The center of the smallest sector. H. The intersection...
E
null
null
null
008
https://www.youtube.com/watch?v=fOoRmfNuIUg
logic
[1,2,3,4]
008-2
What is the result of 2R + r?
A. 4r. B. 8. C. 11. D. 7. E. 12. F. 3r. G. 10. H. 9.
G
null
null
null
008
https://www.youtube.com/watch?v=fOoRmfNuIUg
logic
[1,2,3,4]
008-3
What is the value of r?
A. 1.96. B. 5. C. 4. D. 3. E. 1. F. 2.25. G. 2. H. 1.69.
G
null
null
null
008
https://www.youtube.com/watch?v=fOoRmfNuIUg
logic
[1,2,3,4]
008-4
What is the value of A?
A. Ξ /3. B. 2Ο€/3. C. Ξ . D. 4Ο€. E. 3Ο€/2. F. Ξ /2. G. 2Ο€. H. 5Ο€/2.
C
3
Video-Based Knowledge Acquisition
Professional Knowledge Acquisition
009
https://www.youtube.com/watch?v=GkK5d-atQjs
relevance
4
009-1
In the scene where everyone gets injured, what is the main punchline?
A. The terrifying enemy that defeats them is actually a toddler throwing toys. B. The culprit turns out to be a puppy. C. They are not actually fighting a monster, but all accidentally slip on the same banana peel. D. The skull that appears in the bottom right corner is very cute. E. It's a funny coincidence that every...
F
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
009
https://www.youtube.com/watch?v=GkK5d-atQjs
relevance
4
009-2
In the scene at the end of the video, what is the main punchline?
A. The student writes the number "22" on the board. B. The student called to the board cannot solve an extremely simple math problem. C. The student was called up as a result of a prank by other students. D. It's not just the student at the board; actually, none of the students can solve the problem, which means the si...
E
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
009
https://www.youtube.com/watch?v=GkK5d-atQjs
relevance
4
009-3
In the water bottle flip game, what is the main punchline?
A. The little boy throws the bottle too hard, and it flies out and directly hit a lady on the sofa. B. It takes a tremendous amount of effort to complete such a simple game of flipping a water bottle, which is quite funny. C. After opening the iPad box, the little boy finds it contains a thick pile of summer homework. ...
F
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
009
https://www.youtube.com/watch?v=GkK5d-atQjs
relevance
4
009-4
In the scene where the boy in red cheats in class, what is the main punchline?
A. The boy uses the most traditional method of cheating while everyone else uses high-tech methods; the humor is that he is too "outdated". B. The boy is not arrested for cheating, but because he used a specific pen that was reported stolen from a bank robbery. C. Other students use outrageous cheating methods without ...
C
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
010
https://www.youtube.com/watch?v=DPWqkyaBEcM
logic
[1,2,3,4]
010-1
What do the woman with glasses, the man with long hair and a beard, and the man with short hair and a beard have in common?
A. They all like wearing orange clothes. B. They have all done things that violate public order or laws. C. They prefer solitude over socializing. D. They are all chefs explaining their philosophy on food. E. They all have the experience of being imprisoned. F. They are all homeless orphans. G. They are all recovering ...
E
null
null
null
010
https://www.youtube.com/watch?v=DPWqkyaBEcM
logic
[1,2,3,4]
010-2
What is the short film about?
A. The psychological effects of solitary confinement. B. The physical discipline used to maintain sanity. C. The silent communication between separated cells. D. The anxiety of an inmate awaiting release. E. The aftermath of a failed escape attempt. F. The moral conflict experienced by a guard. G. The final conversatio...
A
null
null
null
010
https://www.youtube.com/watch?v=DPWqkyaBEcM
logic
[1,2,3,4]
010-3
A bus appears at the beginning of the video. Who are mainly inside the bus?
A. Tourists. B. Patients. C. A sports team. D. Hostages. E. Prisoners. F. Military recruits. G. Construction workers. H. Refugees.
E
null
null
null
010
https://www.youtube.com/watch?v=DPWqkyaBEcM
logic
[1,2,3,4]
010-4
A bird appears at the beginning of the video. Does this bird have any symbolic meaning? If so, what does it symbolize?
A. Hope. B. Sadness. C. Waiting. D. Suffering. E. No clear symbolic meaning. F. Loneliness. G. Happiness. H. Lofty ideals.
A
3
Complex Plot Comprehension
Symbolic/Metaphorical Interpretation
011
https://www.youtube.com/watch?v=38y_1EWIE9I
logic
[1,2,3,4]
011-1
Do cookies appear in the video?
A. No. B. Cannot be determined. C. Yes.
C
null
null
null
011
https://www.youtube.com/watch?v=38y_1EWIE9I
logic
[1,2,3,4]
011-2
How many packets of cookies appear in the video in total?
A. 3. B. 6. C. 1. D. 5. E. 7. F. 2. G. 0. H. 4.
F
null
null
null
011
https://www.youtube.com/watch?v=38y_1EWIE9I
logic
[1,2,3,4]
011-3
Why is the old woman angry?
A. Because the boy ate the first cookie before her. B. Because the boy broke the last cookie. C. Because the boy ate more cookies than she did. D. Because she thinks the boy stole her cookies. E. Because she feels the boy has been ignoring her. F. Because the cookies wouldn't come out of the vending machine. G. Because...
H
null
null
null
011
https://www.youtube.com/watch?v=38y_1EWIE9I
logic
[1,2,3,4]
011-4
What is the biggest turning point in the plot shown in the video?
A. The boy did not board the train. B. The boy took away the last cookie. C. The old woman discovers that the boy took another packet of cookies out of his pocket. D. After boarding the train, the old woman discovers that the boy put a packet of cookies in her bag. E. The old woman crushed the half cookie the boy gave ...
G
3
Complex Plot Comprehension
Narrative Turning Point Detection
012
https://www.youtube.com/watch?v=kDVelBWmN98
logic
[1,[2,3],4]
012-1
How many of the main characters are not pure humans?
A. 7. B. 1. C. 0. D. 5. E. 2. F. 6. G. 4. H. 3.
E
null
null
null
012
https://www.youtube.com/watch?v=kDVelBWmN98
logic
[1,[2,3],4]
012-2
What species are the main characters, respectively?
A. The man is a Humanoid, the woman is a human, and the girl is a Humanoid-human hybrid. B. All three are self-aware Humanoids. C. The man is a Humanoid, while the woman and the girl are humans. D. The man is a Humanoid, the woman is a human, and the girl is an adopted human orphan. E. The woman is a Humanoid, while th...
A
null
null
null
012
https://www.youtube.com/watch?v=kDVelBWmN98
logic
[1,[2,3],4]
012-3
What is the relationship between the man and the girl?
A. Doctor and patient. B. Father and daughter. C. Older brother and younger sister. D. Grandfather and granddaughter. E. Strangers. F. Shopkeeper and customer. G. Coach and student. H. Uncle and niece.
B
null
null
null
012
https://www.youtube.com/watch?v=kDVelBWmN98
logic
[1,[2,3],4]
012-4
What does the scene in which the energy wall is broken at the end symbolize?
A. The barrier between the two races is too hard to cross forever. B. TheΒ loss of the last protectionΒ for humanity. C. TheΒ inevitable mergingΒ of two distinct cultures. D. The complete betrayal of the human faction. E. Violence are the only ways to overthrow oppressive rule. F. TheΒ release of suppressed angerΒ from the o...
H
3
Complex Plot Comprehension
Symbolic/Metaphorical Interpretation
013
https://www.youtube.com/watch?v=yNuCJi_hd_o
relevance
4
013-1
Why did the Suns' player #3 leave the court when the score was 113:114?
A. Because he could not continue due to excessive physical exhaustion. B. Because he could not continue due to a rib injury from a collision. C. Because he could not continue due to an ankle injury. D. Because he was protesting the officiating by refusing to play. E. Because he was ejected due to a technical foul. F. B...
E
2
Temporal Reasoning
Causal Reasoning
013
https://www.youtube.com/watch?v=yNuCJi_hd_o
relevance
4
013-2
Why did the Lakers' player #23 go to the free-throw line when the score was 113:114?
A. Because the Suns' center committed a defensive three-second violation. B. Because a Suns player committed a blocking foul while defending the Lakers' player #23's layup. C. Because the Suns' coach argued with the referee and was assessed a technical foul. D. Because a Suns player committed a technical foul, and the ...
D
2
Temporal Reasoning
Causal Reasoning
013
https://www.youtube.com/watch?v=yNuCJi_hd_o
relevance
4
013-3
Why did the Suns' player #3 feel dissatisfied and angry when the score was 113:114?
A. Fans on the sidelines were booing him. B. He believed the referee's officiating standards were inconsistent and biased. C. He believed the team did not call a timeout in time to make adjustments. D. He felt dissatisfied with the coach's substitution adjustments. E. A Lakers player made a motion to crash into him. F....
E
2
Temporal Reasoning
Causal Reasoning
013
https://www.youtube.com/watch?v=yNuCJi_hd_o
relevance
4
013-4
What impact did missing that technical free throw have on the tactics of both sides for the final possession?
A. Neither the offensive nor defensive strategies are affected, as the game has entered garbage time. B. The offensive team can choose to play conservatively to force overtime, or take some risk to attack actively; the defensive team's strategy remains unchanged. C. The offensive team needs to actively complete the las...
C
2
Temporal Reasoning
Causal Reasoning
014
https://www.youtube.com/watch?v=sI2VBJH8Jn4
logic
[1,2,3,4]
014-1
Is the number of goals in this match greater than or equal to 2?
A. Yes. B. No. C. Cannot be determined.
A
null
null
null
014
https://www.youtube.com/watch?v=sI2VBJH8Jn4
logic
[1,2,3,4]
014-2
Which teams scored the first and last goals in this match, respectively?
A. The green team, the green team. B. The white team, the blue team. C. The red team, the red team. D. The green team, the red team. E. The white team, the white team. F. The red team, the green team. G. The red team, the white team. H. The white team, the red team.
F
null
null
null
014
https://www.youtube.com/watch?v=sI2VBJH8Jn4
logic
[1,2,3,4]
014-3
Which players scored the first and last goals in this match, respectively?
A. The green team's #19, the green team's team's #6. B. The red team's #7, the green team's #11. C. The green team's #6, the green team's #19. D. The green team's #11, the red team's #19. E. The red team's #9, the green team's #6. F. The red team's #19, the red team's #9. G. The red team's #7, the red team's #9. H. The...
H
null
null
null
014
https://www.youtube.com/watch?v=sI2VBJH8Jn4
logic
[1,2,3,4]
014-4
What is the chronological order of all goalscorers in this match?
A. The red team's #19, the green team's #6, the red team's #7, the red team's #9, the green team's #11. B. The red team's #19, the red team's #7, the green team's #11, the red team's #9, the green team's #6. C. The red team's #7, the red team's #19, the green team's #6, the red team's #9, the green team's #11. D. The r...
F
2
Order
Event Sequence Ordering
015
https://www.youtube.com/watch?v=Aqe6C9iQ-HQ
logic
[1,2,3,4]
015-1
Is the number of goals in this match greater than or equal to 2?
A. No. B. Yes. C. Cannot be determined.
B
null
null
null
015
https://www.youtube.com/watch?v=Aqe6C9iQ-HQ
logic
[1,2,3,4]
015-2
Which teams scored the first and last goals in this match, respectively?
A. The White Team, the Yellow Team. B. The Red Team, the Red Team. C. The Blue Team, the Red Team. D. The Blue Team, the Blue Team. E. The Red Team, the Blue Team. F. The White Team, the Blue Team. G. The Blue Team, the White Team. H. The White Team, the White Team.
C
null
null
null
015
https://www.youtube.com/watch?v=Aqe6C9iQ-HQ
logic
[1,2,3,4]
015-3
Which players scored the first and last goals in this match, respectively?
A. The Blue Team's No. 49, the Red Team's No. 18. B. The Red Team's No. 18, the Red Team's No. 7. C. The Blue Team's No. 49, the Blue Team's No. 7. D. The Blue Team's No. 7, the Red Team's No. 7. E. The Blue Team's No. 7, the Red Team's No. 7. F. The Blue Team's No. 49, the Red Team's No. 7. G. The Red Team's No. 7, th...
F
null
null
null
015
https://www.youtube.com/watch?v=Aqe6C9iQ-HQ
logic
[1,2,3,4]
015-4
What is the chronological order of all goalscorers in this match?
A. The Red Team's No. 18, the Red Team's No. 7, the Blue Team's No. 49. B. The Blue Team's No. 49, the Red Team's No. 18, the Blue Team's No. 7. C. The Blue Team's No. 49, the Red Team's No. 18, the Red Team's No. 7. D. The Red Team's No. 18, the Blue Team's No. 49, the Blue Team's No. 7. E. The Blue Team's No. 7, the ...
C
2
Order
Event Sequence Ordering
016
https://www.youtube.com/watch?v=rRNRJtzdBIU
relevance
4
016-1
Compared to Level 3, what changes were made to the experimental setup in Level 4?
A. The weight of the train was increased. B. The base of the blocking pole was reinforced by replacing it with special materials. C. The base of the blocking pole was increased from one side to two sides. D. The weight of the train was decreased. E. An additional blocking pole was added. F. The blocking pole was reinfo...
F
2
Change
Scene Transformation Detection
016
https://www.youtube.com/watch?v=rRNRJtzdBIU
relevance
4
016-2
Compared to Level 1, what changes were made to the experimental setup in Level 2?
A. The number of the obstacle was increased by one. B. The speed of the train was increased. C. The speed of the train was reduced. D. The number of the obstacle was increased by two. E. The type of the obstacle was changed. F. The friction of the track has increased. G. The obstacle was reinforced. H. The weight of th...
E
2
Change
Scene Transformation Detection
016
https://www.youtube.com/watch?v=rRNRJtzdBIU
relevance
4
016-3
Compared to Level 10, what changes were made to the experimental setup in Level 11?
A. The thickness of the wall decreased from triple-layer to single-layer. B. The thickness of the wall decreased from triple-layer to double-layer. C. The thickness of the wall increased from single-layer to double-layer. D. The thickness of the wall increased from double-layer to triple-layer. E. The thickness of the ...
C
2
Change
Scene Transformation Detection
016
https://www.youtube.com/watch?v=rRNRJtzdBIU
relevance
4
016-4
Compared to Level 5, what changes were made to the experimental setup in Level 6?
A. The number of components in the friction buffer device was increased. B. The structure of the train was modified. C. The mass of the train was increased. D. The base of the blocking pole was reinforced by adding weight. E. Both the body and the base of the blocking pole were reinforced. F. The body of the blocking p...
H
2
Change
Scene Transformation Detection
017
https://www.youtube.com/watch?v=68LwytImuPs
relevance
4
017-1
When testing with the original car at 25% speed, how did the width of the pothole change?
A. It gradually widened from 4cm to 6cm, 8cm, 10cm, and 14cm. B. It gradually widened from 4cm to 6cm, 8cm, 10cm, 12cm, and 14cm. C. It gradually widened from 4cm to 6cm, 8cm, 9cm, 10cm, 11cm, 12cm, and 14cm. D. It gradually widened from 4cm to 6cm, 10cm, 12cm, and 14cm. E. It gradually widened from 4cm to 6cm, 8cm, 10...
A
2
Change
Scene Transformation Detection
017
https://www.youtube.com/watch?v=68LwytImuPs
relevance
4
017-2
Compared to the previous experiment, what modification was made to the car in the experiment where it successfully crossed the 20cm pothole?
A. Two rods were added to the front part of the vehicle. B. Weight was added to the front part of the vehicle. C. The speed of the car was increased. D. Two rods were added to the rear part of the vehicle. E. An elastic device was installed on the front wheels. F. Weight was added to the rear part of the vehicle. G. Th...
H
2
Change
Scene Transformation Detection
017
https://www.youtube.com/watch?v=68LwytImuPs
relevance
4
017-3
Compared to the previous experiment, what modification was made to the car in the experiment where it successfully crossed the 14cm pothole?
A. The yellow weight on the front part of the vehicle was decreased. B. The black weight was moved from the front part of the vehicle to the rear part. C. The red weight was added to both the front and rear parts of the vehicle respectively. D. The diameter of the wheels was increased. E. The yellow weight was moved fr...
B
2
Change
Scene Transformation Detection
017
https://www.youtube.com/watch?v=68LwytImuPs
relevance
4
017-4
Compared to the previous experiment, what modification was made to the car in the experiment where it successfully crossed the 24cm pothole?
A. The mass of the weight was reduced. B. The weight was moved to the front. C. The suspension stiffness was increased. D. The weight was moved to the top. E. The mass of the weight was increased. F. The weight was moved to the rear. G. The speed of the car was increased. H. An elastic device was installed on the rear ...
D
2
Change
Scene Transformation Detection
018
https://www.youtube.com/watch?v=4_r5jkMCcKk
relevance
4
018-1
How did the corn at the beginning of the video change?
A. The corn cob curves β†’ white roots emerge β†’ green tender shoots emerge β†’ corn seedlings grow tall, corn cob disappears. B. Green tender shoots and white roots emerge β†’ the corn cob curves β†’ corn seedlings grow tall, corn cob disappears. C. Green tender shoots emerge β†’ corn seedlings grow tall, corn cob disappears β†’ w...
H
2
Change
Entity Attribute Change Detection
018
https://www.youtube.com/watch?v=4_r5jkMCcKk
relevance
4
018-2
How did the onion change?
A. White roots grow β†’ skin color becomes lighter β†’ green shoots grow. B. White roots grow β†’ green shoots grow. C. Green shoots grow β†’ white roots grow β†’ skin color becomes darker. D. Skin color becomes darker β†’ white roots grow β†’ green shoots grow. E. White roots grow β†’ green shoots grow β†’ skin color becomes lighter. F...
E
2
Change
Entity Attribute Change Detection
018
https://www.youtube.com/watch?v=4_r5jkMCcKk
relevance
4
018-3
How did the cactus change?
A. Flower bud appears β†’ flower bud blooms β†’ flower bud closes β†’ flower bud disappears. B. Flower bud appears β†’ flower bud closes β†’ flower bud blooms. C. Flower bud blooms β†’ flower bud closes β†’ flower bud disappears. D. Flower bud blooms β†’ flower bud disappears. E. Flower bud appears β†’ flower bud closes β†’ flower bud dis...
C
2
Change
Entity Attribute Change Detection
018
https://www.youtube.com/watch?v=4_r5jkMCcKk
relevance
4
018-4
How did the red bean change?
A. Stem grows β†’ white roots grow β†’ true leaves and cotyledons break through the soil β†’ new leaves constantly grow from the sides. B. Stem grows β†’ white roots grow β†’ true leaves and cotyledons break through the soil β†’ new leaves constantly grow from the middle. C. White roots grow β†’ green shoots sprout in clusters β†’ ste...
B
2
Change
Entity Attribute Change Detection
019
https://www.youtube.com/watch?v=lAIVJxXoc_Q
relevance
4
019-1
What is the sequence of last five aquatic animals appearing in the video?
A. Fish -> Hippo -> Whale -> Orca -> Seal & Orca. B. Whale -> Hippo -> Fish -> Seal & Orca -> Orca. C. Fish -> Seal & Orca -> Orca -> Whale -> Hippo. D. Whale -> Orca -> Hippo -> Fish -> Seal & Orca. E. Hippo -> Whale -> Fish -> Orca -> Seal & Orca. F. Hippo -> Whale -> Orca -> Seal & Orca -> Fish. G. Hippo -> Fish -> ...
A
2
Order
Object Appearance Ordering
019
https://www.youtube.com/watch?v=lAIVJxXoc_Q
relevance
4
019-2
What is the sequence of all felines appearing in the video?
A. Tiger -> Cougar -> Cheetah -> Lynx -> Tiger -> Tiger -> Lion -> Cougar. B. Tiger -> Cheetah -> Cougar -> Tiger -> Tiger -> Lynx -> Cougar -> Lion. C. Tiger -> Cougar -> Cheetah -> Tiger -> Lynx -> Tiger -> Cougar -> Lion. D. Lion -> Tiger -> Cheetah -> Cougar -> Tiger -> Lynx -> Tiger -> Cougar. E. Tiger -> Cheetah ...
B
2
Order
Object Appearance Ordering
019
https://www.youtube.com/watch?v=lAIVJxXoc_Q
relevance
4
019-3
What is the sequence of first five animals appearing in the video?
A. Brown Bear β†’ Great White Shark β†’ Sea Lion β†’ Elephant β†’ Kangaroo. B. Brown Bear β†’ Great White Shark β†’ Elephant β†’ Kangaroo β†’ Tiger. C. Sea Lion β†’ Brown Bear β†’ Great White Shark β†’ Kangaroo β†’ Elephant. D. Brown Bear β†’ Sea Lion β†’ Kangaroo β†’ Elephant β†’ Great White Shark. E. Kangaroo β†’ Sea Lion β†’ Brown Bear β†’ Great White S...
C
2
Order
Object Appearance Ordering
019
https://www.youtube.com/watch?v=lAIVJxXoc_Q
relevance
4
019-4
What is the sequence of primates appearing in the video (excluding humans)?
A. Gorilla -> Orangutan -> Monkeys -> Gorilla -> Gorilla. B. Monkeys -> Orangutan -> Gorilla -> Gorilla -> Gorilla. C. Gorilla -> Orangutan -> Gorilla -> Gorilla -> Monkeys. D. Orangutan -> Gorilla -> Gorilla -> Gorilla -> Monkeys. E. Gorilla -> Gorilla -> Gorilla -> Orangutan -> Monkeys. F. Orangutan -> Gorilla -> Mon...
D
2
Order
Object Appearance Ordering
020
https://www.youtube.com/watch?v=0Vd_KNfvufc
relevance
4
020-1
In Round 1 of the shell game, after the first swap of the shells, under which shell is the ball located from the performer's perspective?
A. The fourth shell on the left. B. The first shell on the right. C. The fourth shell on the right. D. Cannot be determined. E. The middle shell. F. The second shell on the right. G. The first shell on the left. H. The second shell on the left.
G
3
Physical World Reasoning
Entity Persistence Tracking
020
https://www.youtube.com/watch?v=0Vd_KNfvufc
relevance
4
020-2
In Round 1 of the shell game, after the second swap of the shells, under which shell is the ball located from the performer's perspective?
A. The fourth shell on the left. B. Cannot be determined. C. The third shell on the left. D. The second shell on the left. E. The first shell on the right. F. The fourth shell on the right. G. The third shell on the right. H. The first shell on the left.
D
3
Physical World Reasoning
Entity Persistence Tracking
020
https://www.youtube.com/watch?v=0Vd_KNfvufc
relevance
4
020-3
In Round 1 of the shell game, after the third swap of the shells, under which shell is the ball located from the perspective of the audience member wearing white clothes?
A. The fourth shell on the left. B. The third shell on the right. C. The third shell on the left. D. The first shell on the right. E. The first shell on the left. F. The fourth shell on the right. G. Cannot be determined. H. The second shell on the left.
H
3
Physical World Reasoning
Entity Persistence Tracking
020
https://www.youtube.com/watch?v=0Vd_KNfvufc
relevance
4
020-4
In Round 1 of the shell game, how many times does the ball change position?
A. 1. B. 0. C. 2. D. 7. E. 4. F. 6. G. 5. H. 3.
C
3
Physical World Reasoning
Entity Persistence Tracking
021
https://www.youtube.com/watch?v=DkQWbcCf-QA
logic
[1,2,3,4]
021-1
What is the order of the first two competitions?
A. Arm wrestling, deadlift. B. Deadlift, arm wrestling. C. Punch strength, arm wrestling. D. Push-ups, punch strength. E. Punch strength, deadlift. F. Arm wrestling, punch strength. G. Push-ups, arm wrestling. H. Deadlift, punch strength.
A
null
null
null
021
https://www.youtube.com/watch?v=DkQWbcCf-QA
logic
[1,2,3,4]
021-2
What is the order of the first three competitions?
A. Punch strength, deadlift, arm wrestling. B. Arm wrestling, punch strength, deadlift. C. Arm wrestling, deadlift, punch strength. D. Punch strength, push-ups, one-finger lift. E. Deadlift, push-ups, punch strength. F. Arm wrestling, punch strength, push-ups. G. Punch strength, push-ups, deadlift. H. Deadlift, punch s...
C
null
null
null
021
https://www.youtube.com/watch?v=DkQWbcCf-QA
logic
[1,2,3,4]
021-3
What is the order of the first four competitions?
A. Deadlift, punch strength, push-ups, arm wrestling. B. Push-ups, punch strength, arm wrestling, deadlift. C. Arm wrestling, deadlift, punch strength, push-ups. D. Punch strength, arm wrestling, deadlift, push-ups. E. Punch strength, push-ups, deadlift, arm wrestling. F. Arm wrestling, punch strength, deadlift, push-u...
C
null
null
null
021
https://www.youtube.com/watch?v=DkQWbcCf-QA
logic
[1,2,3,4]
021-4
What is the order of all the competitions?
A. Arm wrestling, push-ups, punch strength, one-finger lift, deadlift, muscle-ups. B. One-finger lift, push-ups, punch strength, arm wrestling, muscle-ups, deadlift. C. Muscle-ups, arm wrestling, punch strength, push-ups, deadlift, one-finger lift. D. Arm wrestling, deadlift, punch strength, push-ups, one-finger lift, ...
D
2
Order
Event Sequence Ordering
022
https://www.youtube.com/watch?v=YzOCzZ3FfeA
relevance
4
022-1
How is the overall narrative of this video organized through its cinematography?
A. A parallel montage is employed, presenting two narrative threads simultaneously: the protagonist's outing to celebrate Mark's birthday and the dialogue with the psychologist. B. A tonal montage is used, employing motifs such as an empty swing and somber apartment buildings to establish an atmosphere of loneliness an...
C
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
022
https://www.youtube.com/watch?v=YzOCzZ3FfeA
relevance
4
022-2
How many scenes featuring the graffiti-covered green bench appear in the video, and what is their intended purpose?
A. Twice. The purpose is to create a cyclical structure by framing the nonlinear middle section (the conversation with the psychologist) with these scenes. B. Three times. The purpose is to interlace narratives, intertwining the protagonist's journey to Mark's birthday and the conversation with the psychologist, reflec...
C
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
022
https://www.youtube.com/watch?v=YzOCzZ3FfeA
relevance
4
022-3
Which of the following techniques does the film employ to convey the man's emotions?
A. Long take. B. Metaphorical montage. C. Parallel montage. D. Expressionist lighting. E. Flashback montage. F. Alienation effect. G. Interior monologue. H. Match cut.
E
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
022
https://www.youtube.com/watch?v=YzOCzZ3FfeA
relevance
4
022-4
What is the primary message conveyed through the conversation on the green bench with the woman?
A. The apparition of the deceased wife conveys the man's profound sorrow and longing. B. The man is gradually emerging from his grief. C. The wife constantly monitors the man, exhibiting strong controlling behavior. D. The man deeply misses his deceased wife, to the extent of having a hallucination of her presence. E. ...
B
3
Complex Plot Comprehension
High-Order Narrative Deconstruction
023
https://www.youtube.com/watch?v=x9Ekl9Izd38
relevance
4
023-1
Based on the conversation, what is the interviewee's stance on whether the model should be open-source or closed-source?
A. Open-source models can foster innovation and collaboration, but in certain high-risk scenarios, keeping the code closed may be necessary to prevent misuse or malicious applications. B. Open source is just another IQ tax. C. Closing the source code of models is unreasonable as it undermines the spirit of open-source ...
E
3
Social Behavior Analysis
Individual Social Cognition
023
https://www.youtube.com/watch?v=x9Ekl9Izd38
relevance
4
023-2
What is the interviewee's perspective on the Stargate project?
A. None of the other options are correct. B. It is crucial for improving AI models at the application layer. C. It serves as an accelerator for technological iteration in fields such as large language models and embodied AI, occupying an irreplaceable position. D. It is negligible. E. It is of significant importance fo...
D
3
Social Behavior Analysis
Individual Social Cognition
023
https://www.youtube.com/watch?v=x9Ekl9Izd38
relevance
4
023-3
What is the interviewee's opinion on the debate happening on X?
A. He is skeptical about the entire conversation, considering it a strategic attempt to manage public perception rather than an honest exchange. B. He believes that at least Musk is telling the truth, while he is uncertain about Sam Altman. C. He believes the public argument over the exact financial figures is less sig...
C
3
Social Behavior Analysis
Individual Social Cognition
023
https://www.youtube.com/watch?v=x9Ekl9Izd38
relevance
4
023-4
What was the purpose of the Humanity's Last Exam (HLE) mentioned by the interviewee?
A. On one hand, to promote the company's work; on the other hand, to clarify that China's AI models are indeed competing with those of the United States. B. Using the HLE Benchmark test results to explain to the host that current models struggle to solve the most complex problems, and there is still a long way to go be...
A
3
Social Behavior Analysis
Individual Social Cognition
024
https://www.youtube.com/watch?v=iV8UkuD4gig
logic
[1,2,3,4]
024-1
How many times did Shark Damon make an offer to the participant?
A. 5. B. 6. C. 0. D. 3. E. 7. F. 1. G. 4. H. 2.
D
null
null
null
024
https://www.youtube.com/watch?v=iV8UkuD4gig
logic
[1,2,3,4]
024-2
What were the other competing offers on the table each time Shark Daymond made an offer?
A. $250k for 10% equity; $100k for 15% of revenues and $250k for 10% equity; $1M for 33% equity, $200k for 10% equity, and $250k for 10% equity. B. $250k for 10% equity; $90k for 15% of revenues and $250k for 10% equity; $1.2M for 30% equity, $200k for 10% equity, and $250k for 10% equity plus a 5% drop after repayment...
H
null
null
null
024
https://www.youtube.com/watch?v=iV8UkuD4gig
logic
[1,2,3,4]
024-3
Was Shark Daymond's offer a competitive one available on each occasion he presented it?
A. No; Yes; Yes; No; Yes. B. Yes; Yes; No; No. C. No; Yes. D. No; No; Yes. E. Yes; No. F. Yes; No; No. G. Yes; Yes; No; No; Yes. H. No; No; Yes; Yes.
F
null
null
null
024
https://www.youtube.com/watch?v=iV8UkuD4gig
logic
[1,2,3,4]
024-4
On which occasion(s) was Shark Daymond's motivation based on a reliance on his personal resources and charisma rather than the offer itself?
A. The first and the fourth occasions. B. The third and the fourth occasions. C. The second and the fourth occasions. D. The first and second occasions. E. The second occasion. F. The second and third occasions. G. The first occasion. H. The fourth and the fifth occasions.
F
3
Social Behavior Analysis
Collective Dynamics Analysis
025
https://www.youtube.com/watch?v=_RReu5WGhw4
logic
[1,2,3,4]
025-1
During the bout, did the black-shorts fighter's stance change?
A. Cannot be determined. B. Yes. C. No.
B
null
null
null
025
https://www.youtube.com/watch?v=_RReu5WGhw4
logic
[1,2,3,4]
025-2
How did the black-shorts fighter's stance change over the course of the bout?
A. Began southpaw and repeatedly alternated between southpaw and orthodox during the bout. B. Remained southpaw throughout. C. Began orthodox and repeatedly alternated between orthodox and southpaw during the bout. D. Started southpaw and later switched to orthodox. E. Remained orthodox throughout. F. Began orthodox, b...
D
null
null
null
025
https://www.youtube.com/watch?v=_RReu5WGhw4
logic
[1,2,3,4]
025-3
What is the reason for the stance switch by the fighter in the black trunks?
A. Damage to the left lower leg from low kicks, prompting a switch to the southpaw stance. B. Damage to the right lower leg from low kicks, prompting a switch to the orthodox stance. C. Damage to the right ribs caused by heavy punches, prompting a switch to the orthodox stance. D. Damage to the left lower leg from low ...
B
null
null
null
025
https://www.youtube.com/watch?v=_RReu5WGhw4
logic
[1,2,3,4]
025-4
Which sequence led to the victory of the fighter in the red and blue shorts?
A. Damaging the opponent's left leg to force a transition to a southpaw stance, then landing a head kick while the opponent was in an unfamiliar stance. B. Utilizing frequent body shots to the right side of the torso to force a transition to an orthodox stance, then landing a head kick while the opponent was in an unfa...
D
2
Temporal Reasoning
Causal Reasoning
End of preview. Expand in Data Studio

Video-MME-v2 logo

🍎 Project Page | πŸ“– Paper | πŸ€— Dataset | πŸ† Leaderboard


πŸ€— About This Repo

This repository contains annotation data for "Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding". It mainly consists of three parts: videos/, test.parquet, and subtitle.zip.

  • videos/ contains 800 1080p MP4 files, organized sequentially into 40 zip archives. For example, 001.mp4 to 020.mp4 are stored in 001.zip.

  • test.parquet contains 3200 QA instances, with each video paired with 4 questions. Each instance includes the question, options, answer, and auxiliary metadata such as the video id and task type.

  • subtitle.zip contains 800 JSONL files, each corresponding to a unique video id, with word-level entries and timestamps.


🩷 About This Benchmark

In 2024, our Video-MME benchmark became a standard evaluation set for frontier models like Gemini and GPT. However, as model capabilities rapidly evolve, scores on existing benchmarks are saturating, yet a clear gap remains between leaderboard performance and actual user experience. This indicates that current evaluation paradigms fail to capture true video understanding abilities. To address this, we spent a year redesigning the evaluation system from first principles and now introduce Video-MME v2β€”a progressive and robust benchmark designed to drive the next generation of video understanding models.

Teaser

  • Dataset Size

    The dataset consists of 800 videos and 3,200 QA pairs, with each video associated with four MCQ-based questions.

  • Multi-level Evaluation Hierarchy

    • πŸ” Level 1: Retrieval & Aggregation
    • ⏱️ Level 2: Level 1 + Temporal Understanding
    • 🧠 Level 3: Level 2 + Complex Reasoning.
  • Group-based Evaluation Strategy

    • Capability consistency groups examine the breadth of a specific fundamental perception skill.
    • Reasoning coherence groups assess the depth of a model’s reasoning ability.
  • Video Sources

    All videos are collected from YouTube. Over 80% were published in 2025 or later, with nearly 40% published after October 2025.

  • Video Categories

    The dataset includes four top-level domains, further divided into 31 fine-grained subcategories.

  • Metrics

    A non-linear scoring mechanism is applied to all question groups, and a first error truncation mechanism is used for reasoning coherence groups.


🍺 About a Concrete Case

πŸ’‘ Why this example matters? This video QA group demonstrates our Reasoning Coherence evaluation strategy and Multi-level Hierarchy. To answer the final state correctly, a model must successfully track the object backwards through temporal swaps. If a model guesses the initial state correctly but fails the intermediate swaps, our first error truncation mechanism will accurately penalize it for flawed reasoning.

Demo video cover

πŸ‘† Click the cover image to view the demo video.

Q1: Did the ball exist underneath any of the shells?
A. No.
B. Yes. βœ…
C. Cannot be determined.

Q2: Underneath which shell was the ball located at the end?
A. There is no ball under any shell.
B. The third shell.
C. The sixth shell.
D. The second shell.
E. The seventh shell.
F. The fifth shell.
G. The fourth shell. βœ…
H. The first shell.

Q3: The host performed a total of two shell swaps (defining a single swap as an instance where all shells return to an approximately straight line). Underneath which shell was the ball located after the first swap?
A. There is no ball under any shell.
B. The seventh shell.
C. The fourth shell. βœ…
D. The fifth shell.
E. The sixth shell.
F. The second shell.
G. The third shell.
H. The first shell.

Q4: The host performed a total of two shell swaps (defining a single swap as an instance where all shells return to an approximately straight line). Underneath which shell was the ball located initially?
A. The seventh shell.
B. The fourth shell.
C. The fifth shell.
D. The third shell. βœ…
E. The second shell.
F. There is no ball under any shell.
G. The first shell.
H. The sixth shell.

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