aspect
stringclasses
13 values
src_dataset
stringclasses
12 values
video_name
stringlengths
9
38
qa_type
stringclasses
2 values
question
stringlengths
26
246
choices
stringlengths
23
279
answer
stringclasses
5 values
Action Prediction
Perception_test
video_2377.mp4
original
What will happen after the end of the video?
{"A": "The person will start walking.", "B": "The shoelaces will untie.", "C": "The phone on the floor will ring.", "D": "The person will tie the other shoe."}
A
Action Prediction
Perception_test
video_2377.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person will start walking.", "B": "The shoelaces will untie.", "C": "The phone on the floor will ring.", "D": "The person will tie the other shoe."}
B
Action Prediction
VATEX
qd6ZbSabjQA_000001_000011.mp4
original
What will happen after the end of the video?
{"A": "The athlete will finish the obstacle course and stop running", "B": "The athlete will stumble and fall", "C": "The athlete will start a new lap around the track", "D": "The hurdles will be rearranged for the next participant"}
A
Action Prediction
VATEX
qd6ZbSabjQA_000001_000011.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The athlete will finish the obstacle course and stop running", "B": "The athlete will stumble and fall", "C": "The athlete will return to the starting line by jumping backward over the hurdles", "D": "The hurdles will collapse as the athlete approaches them"}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nfix3tqKtP1tj48d3o1_500.mp4
original
What will happen after the end of the video?
{"A": "The person executes a move to pin the opponent on the mat", "B": "The person counters the opponent's move and escapes", "C": "The person celebrates a victory in the ring", "D": "The video cuts to a commercial break"}
A
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nfix3tqKtP1tj48d3o1_500.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person executes a move to pin the opponent on the mat", "B": "The person counters the opponent's move and escapes", "C": "The person celebrates a victory in the ring", "D": "The video cuts to a commercial break"}
B
Action Prediction
FunQA_test
M_Z_322_11420_11708.mp4
original
What will happen after the end of the video?
{"A": "The mirror will disappear.", "B": "The money will be handed over to someone.", "C": "The person will use the mirror for more experiments.", "D": "The person will go to a new location."}
B
Action Prediction
FunQA_test
M_Z_322_11420_11708.mp4
counterfactual
What will happen after the end of the video, if the actions in the video are reversed?
{"A": "The mirror will disappear.", "B": "The money will be pulled back through the mirror.", "C": "The person will try to take the mirror apart.", "D": "The person will go to a new location."}
B
Action Prediction
MSRVTT
video3672.mp4
original
What will happen after the end of the video?
{"A": "She sends another text to Hector", "B": "She turns off her phone and goes to sleep", "C": "She receives a call from Hector", "D": "The video cuts to a different conversation"}
B
Action Prediction
MSRVTT
video3672.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "She sends another text to Hector", "B": "She turns off her phone and goes to sleep", "C": "She receives a call from Hector", "D": "The video cuts to a different conversation"}
D
Action Prediction
Perception_test
video_9456.mp4
original
What will happen at the end of the video?
{"A": "The person will start arranging the letters on the table.", "B": "The person will pause to look at the written word.", "C": "The person will pick up the pieces of letters.", "D": "The person will walk away from the table."}
B
Action Prediction
Perception_test
video_9456.mp4
counterfactual
What will happen at the end of the video, if the video is played in reverse?
{"A": "The person will start arranging the letters on the table.", "B": "The person will pause to look at the written word.", "C": "The person will pick up the pieces of letters.", "D": "The person will walk away from the table."}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_npd6u860XA1uuaiwuo1_500.mp4
original
What will happen after the end of the video?
{"A": "The person will continue speaking to the microphone.", "B": "The person will walk away from the interview.", "C": "The person will start gesturing with their hands.", "D": "The person will turn to engage with someone in the background."}
A
Action Prediction
TGIF_Zero_Shot_QA
tumblr_npd6u860XA1uuaiwuo1_500.mp4
counterfactual
What will happen after the end of the video, if the person in the video stops speaking suddenly?
{"A": "The person will continue speaking to the microphone.", "B": "The person will walk away from the interview.", "C": "The person will start gesturing with their hands.", "D": "The person will turn to engage with someone in the background."}
B
Action Prediction
MSRVTT
video12.mp4
original
What will happen after the end of the video?
{"A": "The man will put on his superhero outfit", "B": "The office will be evacuated", "C": "The lights will go out", "D": "Another fight will begin"}
A
Action Prediction
MSRVTT
video12.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The man will put on his superhero outfit", "B": "The office will be evacuated", "C": "The lights will go out", "D": "Another fight will begin"}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nk90fqhAgg1u1k55co1_500.mp4
original
What will happen after the end of the video?
{"A": "The butterfly will escape from under the glass dome.", "B": "The glass dome will be removed, but the butterfly will stay in place.", "C": "The butterfly will remain under the glass dome.", "D": "The glass dome will break, freeing the butterfly."}
A
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nk90fqhAgg1u1k55co1_500.mp4
counterfactual
What will happen after the end of the video, if the glass dome remains sealed indefinitely?
{"A": "The butterfly will escape from under the glass dome.", "B": "The glass dome will be removed, but the butterfly will stay in place.", "C": "The butterfly will remain under the glass dome.", "D": "The glass dome will break, freeing the butterfly."}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_ng67v0PpjK1tkhxdko1_400.mp4
original
What will happen after the end of the video?
{"A": "The vehicle will stop", "B": "The dog will jump out of the vehicle", "C": "The vehicle will continue moving", "D": "The dog will reverse the vehicle"}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_ng67v0PpjK1tkhxdko1_400.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The vehicle will stop", "B": "The dog will jump out of the vehicle", "C": "The vehicle will continue moving", "D": "The dog will reverse the vehicle"}
D
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nakevodx4L1s1txlxo1_400.mp4
original
What will happen after the end of the video?
{"A": "The woman turns off the light", "B": "She interacts with the cat again", "C": "The cat jumps off her lap", "D": "The woman goes to sleep"}
B
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nakevodx4L1s1txlxo1_400.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The woman turns off the light", "B": "She interacts with the cat again", "C": "The cat jumps off her lap", "D": "The woman goes to sleep"}
C
Action Prediction
Perception_test
video_1521.mp4
original
What will happen after the end of the video?
{"A": "The paper with shapes will be placed back on the table.", "B": "A new shape will be drawn on the paper.", "C": "The person will clean up the drawing materials.", "D": "The video will end, and no further actions will occur."}
A
Action Prediction
Perception_test
video_1521.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The paper with shapes will be placed back on the table.", "B": "A new shape will be erased from the paper.", "C": "The person will pick up and reposition a shape template.", "D": "The video will return to the starting position."}
B
Action Prediction
Perception_test
video_4360.mp4
original
What will happen after the end of the video?
{"A": "The person picks up the glass and pours water into it", "B": "The person switches on the lamp", "C": "The person leaves the room", "D": "The person continues flipping through the notebook"}
D
Action Prediction
Perception_test
video_4360.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person picks up the glass and pours water into it", "B": "The person switches on the lamp", "C": "The person leaves the room", "D": "The person continues flipping through the notebook"}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nisefh2V791u7fyrjo1_250.mp4
original
What will happen after the end of the video?
{"A": "The individual remains on the bed motionless.", "B": "The individual gets up and walks away.", "C": "The individual shifts position to get comfortable.", "D": "The individual receives a knock on the door."}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nisefh2V791u7fyrjo1_250.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The individual remains on the bed motionless.", "B": "The individual gets up and walks away.", "C": "The individual shifts position to get comfortable.", "D": "The individual receives a knock on the door."}
A
Action Prediction
MSRVTT
video6300.mp4
original
What will happen after the end of the video?
{"A": "A malfunction will occur in the machinery", "B": "The components will start moving smoothly", "C": "Someone will inspect the machinery", "D": "The video will end without any further action"}
A
Action Prediction
MSRVTT
video6300.mp4
counterfactual
What will happen after the end of the video, if the machinery components are repaired?
{"A": "A malfunction will occur in the machinery", "B": "The components will start moving smoothly", "C": "Someone will inspect the machinery", "D": "The video will end without any further action"}
B
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nacngfa5N21r959nro1_400.mp4
original
What will happen after the end of the video?
{"A": "The horse jumps over an obstacle.", "B": "The rider slows the horse to a stop.", "C": "The horse accelerates to run faster.", "D": "The rider dismounts from the horse."}
B
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nacngfa5N21r959nro1_400.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The horse jumps over an obstacle.", "B": "The rider slows the horse to a stop.", "C": "The horse accelerates to run faster.", "D": "The rider dismounts from the horse."}
C
Action Prediction
Perception_test
video_11135.mp4
original
What will happen after the end of the video?
{"A": "The letters 'H' and 'I' will be placed next to each other", "B": "The spoon will be moved away from the apple", "C": "The remote control will be picked up", "D": "The word completed will be 'ABJ'"}
A
Action Prediction
Perception_test
video_11135.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The letters 'H' and 'I' will be placed next to each other", "B": "The spoon will be moved away from the apple", "C": "The remote control will be picked up", "D": "The word completed will be 'ABJ'"}
B
Action Prediction
MSRVTT
video246.mp4
original
What will happen after the end of the video?
{"A": "The officer will leave the premises through the gate", "B": "The officer will instruct the couple to remain calm", "C": "The officer will apprehend the couple forcefully", "D": "The officer will call for backup"}
B
Action Prediction
MSRVTT
video246.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The officer will leave the premises through the gate", "B": "The officer will instruct the couple to remain calm", "C": "The officer will approach the couple aggressively", "D": "The officer will call for backup"}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_ndn9blYGKO1tiv3cgo1_400.mp4
original
What will happen after the end of the video?
{"A": "The person will engage in a conversation with someone", "B": "The person will walk away from the scene", "C": "The person will start crying", "D": "The person will remain standing silently"}
B
Action Prediction
TGIF_Zero_Shot_QA
tumblr_ndn9blYGKO1tiv3cgo1_400.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person will engage in a conversation with someone", "B": "The person will walk away from the scene", "C": "The person will start crying", "D": "The person will remain standing silently"}
A
Action Prediction
MSRVTT
video4220.mp4
original
What will happen after the end of the video?
{"A": "The motorcyclist will stop at a gas station.", "B": "The motorcyclist will resume riding on the open road.", "C": "The motorcyclist will remove their helmet.", "D": "The motorbike will break down."}
B
Action Prediction
MSRVTT
video4220.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The motorcyclist will stop at a gas station.", "B": "The motorcyclist will resume riding on the open road.", "C": "The motorcyclist will remove their helmet.", "D": "The motorbike will break down."}
A
Action Prediction
VATEX
FZx-h2nfHnY_000255_000265.mp4
original
What will happen after the end of the video?
{"A": "The person will successfully inflate the bicycle tire", "B": "The person will continue to fix the tire without inflating it", "C": "The person will stop repairing the tire and leave the room", "D": "The video will simply stop"}
A
Action Prediction
VATEX
FZx-h2nfHnY_000255_000265.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person will successfully inflate the bicycle tire", "B": "The person will continue to fix the tire without inflating it", "C": "The person will stop repairing the tire and leave the room", "D": "The video will simply stop"}
C
Action Prediction
Perception_test
video_9257.mp4
original
What will happen after the end of the video?
{"A": "The person will tie the red shoe properly", "B": "The person will untie the white shoe", "C": "The person will remove the yellow mug from the scene", "D": "The video will pause"}
A
Action Prediction
Perception_test
video_9257.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person will tie the red shoe properly", "B": "The person will untie the white shoe", "C": "The person will remove the yellow mug from the scene", "D": "The video will pause"}
B
Action Prediction
Perception_test
video_8708.mp4
original
What will happen after the end of the video?
{"A": "The bottle will be placed on the table.", "B": "The book will be closed and put back on the stack.", "C": "The cup will be moved away.", "D": "The video will stop playing."}
A
Action Prediction
Perception_test
video_8708.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The bottle will be placed on the table.", "B": "The book will be closed and put back on the stack.", "C": "The cup will be moved away.", "D": "The video will start again from the end."}
B
Action Prediction
Perception_test
video_6965.mp4
original
What is likely to happen after the end of the video?
{"A": "The person starts reading the book.", "B": "The person puts the objects away.", "C": "The person continues rearranging the items.", "D": "The person walks away from the table."}
C
Action Prediction
Perception_test
video_6965.mp4
counterfactual
What is likely to happen after the end of the video, if the video is played in reverse?
{"A": "The person starts reading the book.", "B": "The person puts the objects away.", "C": "The person continues rearranging the items.", "D": "The person walks away from the table."}
B
Action Prediction
VATEX
A3pbfiQz3lY_000000_000010.mp4
original
What will happen after the end of the video?
{"A": "The man continues dancing on the stage.", "B": "The man begins to talk to the audience.", "C": "The man leaves the area completely.", "D": "Everyone starts dancing together."}
B
Action Prediction
VATEX
A3pbfiQz3lY_000000_000010.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The man continues dancing on the stage.", "B": "The man begins to talk to the audience.", "C": "The man leaves the area completely.", "D": "Everyone starts dancing together."}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_na9dyj81wq1tinuvfo1_400.mp4
original
What will happen after the end of the video?
{"A": "The person sits on a nearby chair.", "B": "The person starts stretching.", "C": "The person continues dancing.", "D": "The video stops completely."}
C
Action Prediction
TGIF_Zero_Shot_QA
tumblr_na9dyj81wq1tinuvfo1_400.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The person sits on a nearby chair.", "B": "The person starts stretching.", "C": "The person continues dancing.", "D": "The video stops completely."}
B
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nf7920hTqu1sfttdzo1_500.mp4
original
What will happen after the end of the video?
{"A": "The woman will blow out the candle", "B": "The woman will burst into tears", "C": "The woman will leave the room", "D": "The woman will laugh"}
B
Action Prediction
TGIF_Zero_Shot_QA
tumblr_nf7920hTqu1sfttdzo1_500.mp4
counterfactual
What will happen after the end of the video, if the video is played in reverse?
{"A": "The woman will blow out the candle", "B": "The woman will burst into tears", "C": "The woman will leave the room", "D": "The woman will laugh"}
C
Action Recognition
VATEX
9jJeGPikXN8_000006_000016.mp4
original
Is the person in the video riding a mechanical bull?
{"A": "yes", "B": "no"}
A
Action Recognition
VATEX
9jJeGPikXN8_000006_000016.mp4
counterfactual
Is the person in the video riding a mechanical bull, if the setting of the activity was a field instead of an indoor arena?
{"A": "yes", "B": "no"}
B
Action Recognition
MSVD_Zero_Shot_QA
k8l4ETsylVY_9_18.avi
original
What is the primary action being performed by the animal in the video?
{"A": "Running on land", "B": "Swimming in water", "C": "Jumping over obstacles", "D": "Crawling on the ground"}
B
Action Recognition
MSVD_Zero_Shot_QA
k8l4ETsylVY_9_18.avi
counterfactual
What is the primary action being performed by the animal in the video, if the pool were empty?
{"A": "Running on land", "B": "Swimming in water", "C": "Jumping over obstacles", "D": "Crawling on the ground"}
A
Action Recognition
VATEX
55q7qtnI_Ik_000013_000023.mp4
original
Are the performers demonstrating synchronization in a juggling routine in the video?
{"A": "yes", "B": "no", "C": "unclear", "D": "not shown in the video"}
A
Action Recognition
VATEX
55q7qtnI_Ik_000013_000023.mp4
counterfactual
Are the performers demonstrating synchronization in a juggling routine in the video, if one performer drops an object they are juggling?
{"A": "yes", "B": "no", "C": "unclear", "D": "not shown in the video"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nrl2hcm4tP1r8l9z5o1_250.mp4
original
Is a motorboat speeding past a marina in the video?
{"A": "yes", "B": "no", "C": "the motorboat is still", "D": "the motorboat is docking"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nrl2hcm4tP1r8l9z5o1_250.mp4
counterfactual
Is a motorboat speeding past a marina in the video, if the video is replayed in reverse?
{"A": "yes", "B": "no", "C": "the motorboat is still", "D": "the motorboat is docking"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_n9adwvqs131rw8dw3o1_400.mp4
original
Is the man in the video comforting another person?
{"A": "yes", "B": "no"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_n9adwvqs131rw8dw3o1_400.mp4
counterfactual
Is the man in the video comforting another person, if the man's and the other person's emotional states were reversed?
{"A": "yes", "B": "no"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nf1c66jitx1rgak0ro1_400.mp4
original
What action is the person in the center of the stage performing in the video?
{"A": "Singing and engaging the audience", "B": "Directing the band silently", "C": "Playing a musical instrument", "D": "Dancing without engaging the audience"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nf1c66jitx1rgak0ro1_400.mp4
counterfactual
What action is the person in the center of the stage performing in the video, if the audio of the performance is muted?
{"A": "Singing and engaging the audience", "B": "Directing the band silently", "C": "Playing a musical instrument", "D": "Dancing without engaging the audience"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nfip3rEy4Z1tybs7po1_400.mp4
original
Is the person in the video smoking a cigarette?
{"A": "yes", "B": "no", "C": "holding it without smoking", "D": "none of the above"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nfip3rEy4Z1tybs7po1_400.mp4
counterfactual
Is the person in the video smoking a cigarette, if the cigarette is replaced by a pen?
{"A": "yes", "B": "no", "C": "holding it without smoking", "D": "none of the above"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nki5ufFD2g1rl58kdo1_400.mp4
original
Does the person in the video fix their hair while holding an object?
{"A": "yes", "B": "no", "C": "fixes hair without holding an object", "D": "does not fix hair"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nki5ufFD2g1rl58kdo1_400.mp4
counterfactual
Does the person in the video fix their hair while holding an object, if the person tries to smile instead of focusing on their hair?
{"A": "yes", "B": "no", "C": "fixes hair without holding an object", "D": "does not fix hair"}
B
Action Recognition
MSVD_Zero_Shot_QA
9zXqkHvs0po_59_65.avi
original
Is the person in the video cracking eggs into a bowl?
{"A": "yes", "B": "no", "C": "she is peeling eggshells", "D": "she is placing eggs without cracking them"}
A
Action Recognition
MSVD_Zero_Shot_QA
9zXqkHvs0po_59_65.avi
counterfactual
Is the person in the video cracking eggs into a bowl, if the eggs were replaced with some other food ingredient?
{"A": "yes", "B": "no", "C": "she is peeling eggshells", "D": "she is placing eggs without cracking them"}
B
Action Recognition
VATEX
LM1VpDAA9gc_000038_000048.mp4
original
Is the man in the video presenting a weather forecast?
{"A": "yes", "B": "no", "C": "not sure", "D": "cannot see clearly"}
A
Action Recognition
VATEX
LM1VpDAA9gc_000038_000048.mp4
counterfactual
Is the man in the video presenting a weather forecast, if the map used was replaced with a transportation map?
{"A": "yes", "B": "no", "C": "not sure", "D": "cannot see clearly"}
B
Action Recognition
sta
MJYTA.mp4
original
Is the person in the video completing a task in the kitchen?
{"A": "yes", "B": "no"}
A
Action Recognition
sta
MJYTA.mp4
counterfactual
Is the person in the video completing a task in the kitchen, if the kitchen were a different room like a bedroom?
{"A": "yes", "B": "no"}
B
Action Recognition
MSRVTT
video3068.mp4
original
Does the woman examine a list of items in the video?
{"A": "yes", "B": "no"}
A
Action Recognition
MSRVTT
video3068.mp4
counterfactual
Does the woman examine a list of items in the video, if the list shown is replaced with visual images of the items instead of text?
{"A": "yes", "B": "no"}
B
Action Recognition
MSRVTT
video8834.mp4
original
Is the man tasting food in the video?
{"A": "yes", "B": "no", "C": "he is cooking food", "D": "he is serving food"}
A
Action Recognition
MSRVTT
video8834.mp4
counterfactual
Is the man tasting food in the video, if he never picked up the bowl?
{"A": "yes", "B": "no", "C": "he is cooking food", "D": "he is serving food"}
B
Action Recognition
MSRVTT
video2749.mp4
original
Are the performers collaborating on stage in the video?
{"A": "yes", "B": "no"}
A
Action Recognition
MSRVTT
video2749.mp4
counterfactual
Are the performers collaborating on stage in the video, if the music in the video were muted?
{"A": "yes", "B": "no"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nbdrtjoyYK1tsmfzoo1_400.mp4
original
Is the person pointing to their face in the video?
{"A": "yes", "B": "no", "C": "uncertain", "D": "irrelevant"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nbdrtjoyYK1tsmfzoo1_400.mp4
counterfactual
Is the person pointing to their face in the video, if they are interacting with another person instead of being alone?
{"A": "yes", "B": "no", "C": "uncertain", "D": "irrelevant"}
C
Action Recognition
MSRVTT
video6937.mp4
original
What action is the woman performing in the video?
{"A": "Writing in a notebook", "B": "Talking on the phone", "C": "Packing items into a bag", "D": "Cooking a meal"}
B
Action Recognition
MSRVTT
video6937.mp4
counterfactual
What action is the woman performing in the video, if the phone were replaced with a notebook?
{"A": "Writing in a notebook", "B": "Talking on the phone", "C": "Packing items into a bag", "D": "Cooking a meal"}
A
Action Recognition
MSRVTT
video9300.mp4
original
What is the character doing in the video?
{"A": "Taking an order at the register", "B": "Cooking food in the kitchen", "C": "Cleaning the counter", "D": "Talking to a coworker"}
A
Action Recognition
MSRVTT
video9300.mp4
counterfactual
What is the character doing in the video, if the scene is played in reverse?
{"A": "Taking an order at the register", "B": "Cooking food in the kitchen", "C": "Cleaning the counter", "D": "Talking to a coworker"}
C
Action Recognition
MSRVTT
video3538.mp4
original
Is the man playing with the baby on the table in the video?
{"A": "yes", "B": "no"}
A
Action Recognition
MSRVTT
video3538.mp4
counterfactual
Is the man playing with the baby on the table in the video, if the table were replaced with a chair?
{"A": "yes", "B": "no"}
B
Action Recognition
MSRVTT
video1454.mp4
original
What action is being performed by the woman in the yellow dress?
{"A": "arguing with someone", "B": "listening attentively", "C": "packing a bag", "D": "gesturing with her hands"}
B
Action Recognition
MSRVTT
video1454.mp4
counterfactual
What action is being performed by the woman in the yellow dress, if the conversation context is reversed?
{"A": "arguing with someone", "B": "listening attentively", "C": "packing a bag", "D": "gesturing with her hands"}
A
Action Recognition
MSRVTT
video3361.mp4
original
Are the people in the video having a meal together?
{"A": "yes", "B": "no", "C": "not clear", "D": "only one is eating"}
A
Action Recognition
MSRVTT
video3361.mp4
counterfactual
Are the people in the video having a meal together, if the person holding the dish decides to eat alone?
{"A": "yes", "B": "no", "C": "not clear", "D": "only one is eating"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nb8n74Sg7d1te0ddeo1_400.mp4
original
What is the main activity being performed by the person in a white shirt in the video?
{"A": "dancing", "B": "running", "C": "fighting", "D": "sitting"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_nb8n74Sg7d1te0ddeo1_400.mp4
counterfactual
What is the main activity being performed by the person in a white shirt in the video, if holding a drink in hand represents practicing martial arts?
{"A": "dancing", "B": "running", "C": "fighting", "D": "sitting"}
C
Action Recognition
Perception_test
video_2580.mp4
original
Is the person placing the baseball on top of a plastic glass in the video?
{"A": "yes", "B": "no"}
A
Action Recognition
Perception_test
video_2580.mp4
counterfactual
Is the person placing the baseball on top of a plastic glass in the video, if the video is played in reverse?
{"A": "yes", "B": "no"}
B
Action Recognition
TGIF_Zero_Shot_QA
tumblr_ngftrkcgR31tmfj24o1_500.mp4
original
Is the individual in the video smiling during the performance?
{"A": "yes", "B": "no", "C": "can't see clearly", "D": "not sure"}
A
Action Recognition
TGIF_Zero_Shot_QA
tumblr_ngftrkcgR31tmfj24o1_500.mp4
counterfactual
Is the individual in the video smiling during the performance, if the video is paused halfway through?
{"A": "yes", "B": "no", "C": "can't see clearly", "D": "not sure"}
C