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int64
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int64
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string
source_task
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gvu_000fd85a16030c6c8ffa
How many holes did I first drill in the wood?
[ "4", "6", "2", "8" ]
0
4
4
mlvu
Q794
ego
core
long
intent_goal_motivation
reasoning
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,200.033333
1,200.033333
[ { "path": "videos/mlvu__ego_47__49470d37c6ddb818.mp4", "role": "primary", "source_video_id": "ego_47.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_002d3dee4d2787bd9b68
Navigation Instruction given at initial position: [Take off, rise, and go left over the flat roof. Fly straight to the building with a lady on a billboard, then veer right and continue straight. Head to the yellow billboard, make a half right turn, and fly over the fountain towards the trees. Fly over the treetops, vee...
[ "I fly forward and then rise.", "I drop down and turn left.", "I fly forward while descending.", "I turn right and descend.", "I rotate the camera downward." ]
2
I fly forward while descending.
5
urban_video_bench
3705
Action Generation
core
medium
procedure_trajectory_planning
reasoning
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
192
192
[ { "path": "videos/urban_video_bench__AerialVLN_81_34S6N1K2Z4H86XE20DD1Z4FS2MUHL9_3__d51fce1dc07a3b14.mp4", "role": "primary", "source_video_id": "AerialVLN_81_34S6N1K2Z4H86XE20DD1Z4FS2MUHL9_3", "start_seconds": null, "end_seconds": null } ]
gvu_002eda0f038d62eb687e
In this video, how many instances are there of the 'playing trombone' action scene in total?
[ "6", "4", "5", "1" ]
3
1
4
mlvu
Q561
count
core
long
count_frequency_duration
temporal
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
805.06
805.06
[ { "path": "videos/mlvu__count_203__a26eb4ba9322a26d.mp4", "role": "primary", "source_video_id": "count_203.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_00335d8b97b75b7e2489
What happened to the protagonist at the end of his quest to catch drug dealers?
[ "Stopped a forced interrogation operation during an arrest mission and ended up being seriously injured.", "Successfully apprehended the drug dealers but was reprimanded for using excessive force.", "Initiated a covert surveillance mission that led to the dismantling of a major drug network.", "Discovered a h...
0
Stopped a forced interrogation operation during an arrest mission and ended up being seriously injured.
4
vrbench
YqPlwDXtEf0:qa8
Event Summarization
holistic
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
4,221.952
4,221.952
[ { "path": "videos/vrbench__YqPlwDXtEf0__155856d5e37b8b3b.mp4", "role": "primary", "source_video_id": "YqPlwDXtEf0", "start_seconds": null, "end_seconds": null } ]
gvu_0037386d30eafb7a5a38
How was the fourth inning of the game presented in the video?
[ "Serbia dominated the fourth inning with a series of successful three-pointers, extending their lead significantly and securing the win.", "Slovenia, which led in the first half of the game, got three free throws on a Serbian foul and then the score was neck-and-neck, but eventually tied the game by missing a key...
1
Slovenia, which led in the first half of the game, got three free throws on a Serbian foul and then the score was neck-and-neck, but eventually tied the game by missing a key three-pointer.
4
vrbench
J_ky92pY5QU:qa4
Event Summarization
core
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
4,212.88
4,212.88
[ { "path": "videos/vrbench__J_ky92pY5QU__7285565cf894e0cf.mp4", "role": "primary", "source_video_id": "J_ky92pY5QU", "start_seconds": null, "end_seconds": null } ]
gvu_0046ce42f24ede254ef8
What is the purpose of what the woman does repeatedly inside the video?
[ "The woman engages in a series of meditation techniques to achieve mental clarity and emotional balance, a common practice in various mindfulness traditions.", "The woman recites a set of mantras to invoke divine blessings and protection, a ritual frequently observed in Hindu spiritual practices.", "The woman p...
2
The woman performs a number of prayers in the video, which is the way that followers of Islam pray in order to seek some kind of spiritual support or guidance, as well as to get answers to certain problems.
4
vrbench
HogDrAW4myQ:qa8
Event Summarization
holistic
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
5,214.709
5,214.709
[ { "path": "videos/vrbench__HogDrAW4myQ__e84ed5f8a8afce32.mp4", "role": "primary", "source_video_id": "HogDrAW4myQ", "start_seconds": null, "end_seconds": null } ]
gvu_00b49100b5a1b5d50564
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "open closet", "put watermelon to fridge with hand", "close closet", "put cup to closet with hand" ]
3
put cup to closet with hand
4
egoexo
5543
action_prediction
cross_view
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
8
8
[ { "path": "videos/egoexo__question5543_video0__53565c654ceffe62.mp4", "role": "exo_context", "source_video_id": "question5543_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5543_video1__f0def253e10afcaf.mp4", "role": "ego_query", "source_...
gvu_00bd649c73659a0e6cd8
What action occurs around 16.0 seconds?
[ "taking something out of something", "breaking something", "pretending to iron something", "opening something" ]
3
opening something
4
etbench
rar:468
rar
core
short
action_state
perception
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
33.5
33.5
[ { "path": "videos/etbench__video_282__cbfdbb8787a4a666.mp4", "role": "primary", "source_video_id": "perception_test/video_282.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_0101ff228afdafa30d64
They eat ___ courses of meals, not including rice, in the restaurant
[ "4", "3", "5", "2" ]
2
5
4
lvbench
3087
entity recognition
core
extra_long
entity_attribute
perception
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
2,331.28
2,331.28
[ { "path": "videos/lvbench__wgBlACG927Y__9258844f67ab3cda.mp4", "role": "primary", "source_video_id": "wgBlACG927Y", "start_seconds": null, "end_seconds": null } ]
gvu_010faed4f853d34e1cfa
How would you concisely describe the overall process that c undertakes in order to prepare the plantain flower throughout this video? c stands for the camera wearer.
[ "C chops and slices the plantain flower, then arranges it in a tray.", "Carefully, c slices the plantain flower into small, manageable pieces for cooking.", "Carefully, c peels away the outer layers of the plantain flower.", "Carefully, c skillfully cooks the delicious plantain flower in the kitchen.", "C e...
0
C chops and slices the plantain flower, then arranges it in a tray.
5
eventbench
1407
Contextual Reasoning
core
medium
key_visual_detail
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
180
180
[ { "path": "videos/eventbench__24f4b88e-2294-4017-a669-9e27c07d44e7__a9f5a8c70c1d9197.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/EgoSchema/24f4b88e-2294-4017-a669-9e27c07d44e7.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_012d9c9390a7b5851790
In the starting position, how do you navigate over a residential lawn with a small blue house? What is the correct summary of your trajectory from the starting position to the current position?
[ "I start from a high-rise building, descend, move towards the street, and then reach my current position above the target building.", "I start from the street, rise to the height of the roof of a high-rise building, and then move to the target building to reach my current location.", "I start from the park, ris...
4
I start from a high-rise building, move horizontally, and then descend to my current position above the target building.
5
urban_video_bench
1917
Trajectory Captioning
core
short
procedure_trajectory_planning
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
78.7
78.7
[ { "path": "videos/urban_video_bench__EmbodiedCity_88__166c423728f70c0c.mp4", "role": "primary", "source_video_id": "EmbodiedCity_88", "start_seconds": null, "end_seconds": null } ]
gvu_0170aa51c88daab60d81
What did I take out of the fridge?
[ "a pack of meat", "a tub of ice cream", "a bottle of water", "a carton of eggs" ]
2
a bottle of water
4
etbench
gvq:110
gvq
core
medium
action_state
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
150
150
[ { "path": "videos/etbench__8e701bd2-1489-4d3c-97ff-b8cd9279ed81_271_421__b7b3eb0905ce0cf4.mp4", "role": "primary", "source_video_id": "qa_ego4d/8e701bd2-1489-4d3c-97ff-b8cd9279ed81_271_421.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_01a828bc2ea56a5467f6
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "Hold the blue water basin steady with the left hand, positioned slightly in front of the body. Extend the right hand upward to grip a black pair of long pants hanging on the drying rod, lifting it carefully.", "Raise the right hand again to reach a black pair of short pants on the drying rod. Grasp the shorts fi...
3
Extend the right hand once more to reach another black pair of long pants hanging on the drying rod. Hold the pants securely and remove them.
4
egoexo
5857
action_prediction
cross_view
short
intent_goal_motivation
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
20.206
20.206
[ { "path": "videos/egoexo__question5857_video0__80e0703c588bb9a9.mp4", "role": "exo_context", "source_video_id": "question5857_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5857_video1__317c0e5d998eeff3.mp4", "role": "ego_query", "source_...
gvu_01b2c01e47aa34568302
What did the person do while they were sitting on the chair and standing on the floor?
[ "Took the clothes.", "Washed the clothes.", "Tidied up the table.", "Put down the clothes." ]
1
Washed the clothes.
4
eventbench
346
Event Description
core
short
action_state
perception
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
30.976
30.976
[ { "path": "videos/eventbench__Z6HEA__aff90a191aa4ebfb.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/Charades_v1_480/Z6HEA.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_01dc97472c845ef1b581
In the evening, when the lights of distant buildings are bright, a man with short hair, wearing a black shirt, stands outside. On his chest, there's a white inscription 'ALLAS SEA POOL'. Who is the first person that appears behind this man after this scene?
[ "A man wearing a black long-sleeved shirt and black shorts", "A man wearing black long pants with no shirt", "A man wearing black shorts with no shirt", "A man wearing white shorts with no shirt", "A man wearing a khaki short-sleeved shirt and black shorts" ]
2
A man wearing black shorts with no shirt
5
longvideobench
dCscvoOX2as_2
O3O
core
long
ordering
temporal
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,083.28
1,083.28
[ { "path": "videos/longvideobench__dCscvoOX2as__0e9ce894927db223.mp4", "role": "primary", "source_video_id": "dCscvoOX2as", "start_seconds": null, "end_seconds": null } ]
gvu_01f462f803853eebece9
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "open microwave", "close microwave", "get coffee from microwave with hand", "turn-on microwave with hand" ]
1
close microwave
4
egoexo
5179
action_prediction
cross_view
short
intent_goal_motivation
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
8
8
[ { "path": "videos/egoexo__question5179_video0__1e0619aaa59a80db.mp4", "role": "exo_context", "source_video_id": "question5179_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5179_video1__2c8ce99648fa5c56.mp4", "role": "ego_query", "source_...
gvu_01ff4d96bce84ef50202
Which object was put down by the person?
[ "The towel.", "The food.", "The book.", "The pillow." ]
0
The towel.
4
eventbench
1643
Event Description
core
short
global_theme_summary
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
31.44
31.44
[ { "path": "videos/eventbench__M5S4U__ed0a61b2b61b4364.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/Charades_v1_480/M5S4U.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_02019b77c9874c31728e
In a room, sunlight passes through the window and shines in. The room is decorated with many green plants. There is also a shelf containing books and other items. A woman is holding a makeup item. What shape are the glasses the woman is wearing?
[ "Triangle", "Irregular round shape", "Square", "Circle", "Stair-shaped" ]
1
Irregular round shape
5
longvideobench
Sn7JPKbG6tY_1
S2A
core
long
entity_attribute
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,034
1,034
[ { "path": "videos/longvideobench__Sn7JPKbG6tY__9dcee95619760809.mp4", "role": "primary", "source_video_id": "Sn7JPKbG6tY", "start_seconds": null, "end_seconds": null } ]
gvu_0205d2b5b6cda1a2b144
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "Stretch both hands forward to pull out the drawer of the table. There are several books in the drawer.", "Pick up a white-covered book on the right with both hands.", "Place the book on top of the stack of books on the tabletop with both hands.", "Put the book on top of the white book on the tabletop with bo...
1
Pick up a white-covered book on the right with both hands.
4
egoexo
5747
action_prediction
cross_view
short
intent_goal_motivation
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
20.049
20.049
[ { "path": "videos/egoexo__question5747_video0__dcea4e87c5a2c7aa.mp4", "role": "exo_context", "source_video_id": "question5747_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5747_video1__c7c69cb8f4362ba6.mp4", "role": "ego_query", "source_...
gvu_020c0530bcbe17174a45
What color is the smoke detector?
[ "White", "Yellow or off-white", "Black", "Blue" ]
1
Yellow or off-white
4
ovobench
backward:268
backward/EPM
online_memory
short
state_change_progress
temporal
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
95
95
120
[ { "path": "videos/ovobench__013-hm3d-svBbv1Pavdk__bffb4b969d03acc7.mp4", "role": "primary", "source_video_id": "OpenEQA/013-hm3d-svBbv1Pavdk.mp4", "start_seconds": 0, "end_seconds": 95 } ]
gvu_02528496ff30abd62dfe
Which box are you holding?
[ "First from the left", "Second from the left", "Third from the left", "The outermost box" ]
1
Second from the left
4
ovobench
realtime:674
realtime/STU
online_memory
medium
action_state
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
211.83
211.83
316.054
[ { "path": "videos/ovobench__aef3563d-4a20-4283-a97b-e51e4836c11d__0d6bcdd085d97bd1.mp4", "role": "primary", "source_video_id": "Ego4D/video/aef3563d-4a20-4283-a97b-e51e4836c11d.mp4", "start_seconds": 0, "end_seconds": 211.83 } ]
gvu_0261369db017eeec719a
How many challenges does Inner Mongolia face in its relations with Outer Mongolia?
[ "The challenges Inner Mongolia faces in its relations with Outer Mongolia are primarily economic dependency, cultural assimilation, and environmental degradation.", "The challenges Inner Mongolia faces in its relations with Outer Mongolia are largely due to historical disputes, territorial conflicts, and ethnic t...
2
The challenges Inner Mongolia faces in its relations with Outer Mongolia are mainly the three main challenges of lack of independent soil, interference from external forces and its own political limitations.
4
vrbench
rehOyz1HuJM:qa6
Counting Porblems
core
extra_long
count_frequency_duration
temporal
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
4,358.822
4,358.822
[ { "path": "videos/vrbench__rehOyz1HuJM__ac680d1f283dec49.mp4", "role": "primary", "source_video_id": "rehOyz1HuJM", "start_seconds": null, "end_seconds": null } ]
gvu_0276174e5784c20b5e3e
The culture of which of the following cities is this dance most likely to belong to?
[ "Beijing", "Shanghai", "Hangzhou", "Kunming", "Chengdu", "Lhasa", "Xi'an", "Chongqing", "Nanjing", "Guangzhou", "Dunhuang" ]
10
Dunhuang
11
mmrvbench
262
Implicit Symbol/Cultural Symbols
core
medium
cause_effect_condition
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
259.437
259.437
[ { "path": "videos/mmrvbench__video__9702cfb6dff9519d.mp4", "role": "primary", "source_video_id": "舞蹈《飞天》.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_0286df726679786ba25b
What is the main event in the video?
[ "The main event in the video is the Vietnamese team securing a last-minute goal to tie the match against Iraq.", "The main event in the video is the cancellation of the soccer match due to heavy rainfall and poor field conditions.", "The main event in the video is the Iraqi team winning the soccer match against...
2
The main event in the video is the Iraqi team winning the soccer match against Vietnam after a fierce competition.
4
vrbench
Uc0-fNB4i5E:qa1
Event Summarization
core
extra_long
global_theme_summary
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
7,010.067
7,010.067
[ { "path": "videos/vrbench__Uc0-fNB4i5E__85cb566073c52c8a.mp4", "role": "primary", "source_video_id": "Uc0-fNB4i5E", "start_seconds": null, "end_seconds": null } ]
gvu_029667c2a7541933105b
An armored vehicle is traveling on a sandy ground. There is a person extending their upper body out of the armored vehicle. Behind the armored vehicle, there are several tanks. Among these tanks, there is a person wearing a green vest. What is the color of the traveling armored vehicle?
[ "Red", "Camouflage", "White", "Pink", "Black" ]
1
Camouflage
5
longvideobench
60oHeCZHtvI_0
S2A
core
long
entity_attribute
perception
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
965
965
[ { "path": "videos/longvideobench__60oHeCZHtvI__ab061b32eddcb09f.mp4", "role": "primary", "source_video_id": "60oHeCZHtvI", "start_seconds": null, "end_seconds": null } ]
gvu_02a126975b01f724056f
At the initial position, you are asked to navigate to the platform area above the "Zhengyong Yishang Dance" billboard. When you reach the current location, what is the direction to the destination?
[ "I am currently locating above the park driveway, well above the high-rise buildings.", "I am currently locating directly above the \"Zhengyong Yishang Dance\" billboard.", "I am currently locating on the edge of the rooftop of the building, which has a \"Zhengyong Yishang Dance\" billboard.", "I am currently...
2
I am currently locating on the edge of the rooftop of the building, which has a "Zhengyong Yishang Dance" billboard.
5
urban_video_bench
2003
Landmark Position
core
short
spatial_location
perception
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
18.5
18.5
[ { "path": "videos/urban_video_bench__EmbodiedCity_94_0__0d382e0ec3d75dbb.mp4", "role": "primary", "source_video_id": "EmbodiedCity_94_0", "start_seconds": null, "end_seconds": null } ]
gvu_02cf2886552b1e9c7692
Navigation Instruction given at initial position: [take off go straight and reach the pool land slightly and see the city. from the pool take left and go straight and next to the top building comes a little right. from there taking right and reaching the four side road. take a left fro the road and travel to the large ...
[ "I am located to the left of the large building across from Charlie's Chocolate Factory.", "I am located above the large building across from Charlie's Chocolate Factory.", "I am far away from the large building opposite Charlie's Chocolate Factory.", "I am located to the right of the large building across fr...
3
I am located to the right of the large building across from Charlie's Chocolate Factory.
5
urban_video_bench
3159
Landmark Position
core
short
spatial_location
perception
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
112
112
[ { "path": "videos/urban_video_bench__AerialVLN_53_3II4UPYCOS52LEPD6M27P5ZONEUQDZ_3__095558fe7d7485c5.mp4", "role": "primary", "source_video_id": "AerialVLN_53_3II4UPYCOS52LEPD6M27P5ZONEUQDZ_3", "start_seconds": null, "end_seconds": null } ]
gvu_02f13f3e6bb4f0554830
Next to the tan table made of two pieces put together, there are three men sitting on black chairs. What objects are present in the frame?
[ "black T-shirt", "blue T-shirt", "black backpack", "white shirt", "white T-shirt" ]
0
black T-shirt
5
longvideobench
FnKDgC9aNu0_0
T2O
core
extra_long
key_visual_detail
perception
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
3,468
3,468
[ { "path": "videos/longvideobench__FnKDgC9aNu0__533f2d9af0eb492a.mp4", "role": "primary", "source_video_id": "FnKDgC9aNu0", "start_seconds": null, "end_seconds": null } ]
gvu_030e40f61f578fdc2734
What's the main thing in the video?
[ "The video highlights the strategic coaching techniques used by Team LVI during their intense volleyball match against Team CBU", "The video focuses on the fierce rivalry between Team LVI and Team CBU in a volleyball match that ended in a win for Team CBU", "The video showcases the exceptional teamwork and coor...
1
The video focuses on the fierce rivalry between Team LVI and Team CBU in a volleyball match that ended in a win for Team CBU
4
vrbench
eWBagSbF1hc:qa1
Event Summarization
holistic
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
8,895.734
8,895.734
[ { "path": "videos/vrbench__eWBagSbF1hc__18566ff6a0a5e92d.mp4", "role": "primary", "source_video_id": "eWBagSbF1hc", "start_seconds": null, "end_seconds": null } ]
gvu_03140e1e23b1e3082883
How many points does Fan Zhendong score in the fourth game?
[ "7", "2", "9", "4" ]
2
9
4
lvbench
4092
key information retrieval
core
extra_long
key_visual_detail
perception
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
4,792.8
4,792.8
[ { "path": "videos/lvbench__VTCDQYYKA9o__883ac1ad09b5fbf0.mp4", "role": "primary", "source_video_id": "VTCDQYYKA9o", "start_seconds": null, "end_seconds": null } ]
gvu_031ab64637b483ae1961
What do the floating umbrellas with plants symbolize in the context of the video?
[ "The umbrellas symbolize a sense of loneliness amid social settings.", "The floating umbrellas represent hope and growth amid challenges.", "The umbrellas depict anxiety about future uncertainties.", "They symbolize luxury and success.", "The umbrellas represent burden and struggle, shedding light on heavy ...
1
The floating umbrellas represent hope and growth amid challenges.
10
mmrvbench
1076
Implicit Symbol/Other Symbols
core
long
cause_effect_condition
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
729.479
729.479
[ { "path": "videos/mmrvbench__Animated_short_film_about_family_love_Umbrellas_-_by_Jos_Prats_l__ef32aa19d88e1894.mp4", "role": "primary", "source_video_id": "Animated short film about family love | "Umbrellas" - by José Prats & Álvaro Robles.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_031c318dcbc5f23a3528
Which of the following philosophical questions is more in line with this animation?
[ "It is a matter of choosing: To pray, or kill them first.", "Is humanity defined by its consumption or its compassion?", "Do individuals have the right to rebel against oppression if it comes with consequences for others?", "Is humanity doomed to repeat cycles of violence if history is not remembered?", "Do...
0
It is a matter of choosing: To pray, or kill them first.
12
mmrvbench
667
Theme Understanding/Philosophical Concepts
holistic
medium
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
464.423
464.423
[ { "path": "videos/mmrvbench__All_You_Can_Eat_-_Animated_Short_2D_Student_Film__b202685fee3983ac.mp4", "role": "primary", "source_video_id": "All You Can Eat - Animated Short (2D Student Film).mp4", "start_seconds": null, "end_seconds": null } ]
gvu_033884cc8a0f2111288d
Describe the different materials and tools c utilized to achieve the main action of the video, and explain the role of each in the process without listing individual actions.
[ "C used a knife, sandpaper, and a pair of gloves.", "C used a knife, sandpaper, and a piece of paper.", "C used a knife, sandpaper, scissors, and a towel.", "C used a knife, sandpaper, and a table.", "C used a knife, sandpaper, and a chair." ]
2
C used a knife, sandpaper, scissors, and a towel.
5
egoschema
00405
null
core
medium
action_state
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
180
180
[ { "path": "videos/egoschema__cd882b7a-0766-4582-8388-3990b009b11b__9295a8e8568aa16d.mp4", "role": "primary", "source_video_id": "cd882b7a-0766-4582-8388-3990b009b11b", "start_seconds": null, "end_seconds": null } ]
gvu_0346c61560811016891d
Describe how c's actions transition from focusing on the book to the tablet. what key events signify this shift in focus?
[ "The subject's focus noticeably shifts away from the book, transitioning towards the tablet, as she carefully adjusts the camera position.", "The subject's focus shifts from the book to the tablet when she drops the pencil.", "The subject's focus evidently shifts from the book to the tablet as she persistently ...
4
The subject's focus shifts from the book to the tablet when she stands up and walks into the room.
5
egoschema
00256
null
core
medium
cross_segment_association
temporal
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
180
180
[ { "path": "videos/egoschema__84389a11-7dc2-4e1d-80b1-e44d8787424a__79b0074559a406e8.mp4", "role": "primary", "source_video_id": "84389a11-7dc2-4e1d-80b1-e44d8787424a", "start_seconds": null, "end_seconds": null } ]
gvu_035c04746e8ed6484f36
What was the order of the letters at the beginning?
[ "dog", "dgo", "god" ]
0
dog
3
mvbench
1059
character_order
core
short
ordering
temporal
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
32.534
32.534
[ { "path": "videos/mvbench__video_8882__2b1efd1e658b4aef.mp4", "role": "primary", "source_video_id": "perception/videos/video_8882.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_03617cdd30a19077dccb
What is the name written on the sign in front of the building?
[ "TEMPLETON", "FENTON", "LARKINS", "GRIERSON" ]
3
GRIERSON
4
ovobench
realtime:1345
realtime/OCR
online_memory
medium
intent_goal_motivation
reasoning
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
589.17
589.17
607.982375
[ { "path": "videos/ovobench__49__aa93889ad971be50.mp4", "role": "primary", "source_video_id": "AutoEvalMetaData/49.mp4", "start_seconds": 0, "end_seconds": 589.17 } ]
gvu_0376733de43113ed0dfb
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "turn-off TV with remote", "get remote from game-console(game) with hand", "put remote to table with hand", "get remote from table with hand" ]
2
put remote to table with hand
4
egoexo
5389
action_prediction
cross_view
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
8
8
[ { "path": "videos/egoexo__question5389_video0__a8a785a3f187cc87.mp4", "role": "exo_context", "source_video_id": "question5389_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5389_video1__106f80863ad962b4.mp4", "role": "ego_query", "source_...
gvu_038b6cfdf7b1071b1e64
What was the order of the letters at the beginning?
[ "sel", "les", "esl" ]
0
sel
3
mvbench
1128
character_order
core
short
ordering
temporal
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
35.094
35.094
[ { "path": "videos/mvbench__video_11183__859b55e53a5e160e.mp4", "role": "primary", "source_video_id": "perception/videos/video_11183.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_038c0b9da294cab775d2
What happened before the person took the cup/glass/bottle?
[ "Opened the book.", "Sat on the table.", "Lied on the sofa/couch.", "Ate the sandwich." ]
2
Lied on the sofa/couch.
4
ovobench
backward:626
backward/ASI
online_memory
short
cross_segment_association
temporal
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
14
14
30.395
[ { "path": "videos/ovobench__AWGMW__040702ee15af81da.mp4", "role": "primary", "source_video_id": "star/AWGMW.mp4", "start_seconds": 0, "end_seconds": 14 } ]
gvu_03a9804da0a72bd95632
what is the green thing seen from the window as we walk down the staircase?
[ "A piece of art", "An empty vase", "A flower pot", "Leaves of a tree" ]
3
Leaves of a tree
4
ovobench
backward:282
backward/EPM
online_memory
short
ordering
temporal
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
114
114
120
[ { "path": "videos/ovobench__033-hm3d-vd3HHTEpmyA__07b604ffaf555efb.mp4", "role": "primary", "source_video_id": "OpenEQA/033-hm3d-vd3HHTEpmyA.mp4", "start_seconds": 0, "end_seconds": 114 } ]
gvu_03b857e517a4a36aaed9
Navigation Instruction given at initial position: [take off and turn right until the edge of swimming pool and trees is on the right side view. fly forward until seeing the more buildings. turn right to seeing the big buildings. fly along the right edge of blue buildings.]. At the initial position, you are asked to mov...
[ "I fly forward and then rise.", "I descend and turn right.", "I fly forward and rotate the camera downward.", "I turn left and go up.", "I turn right and descend." ]
2
I fly forward and rotate the camera downward.
5
urban_video_bench
3662
Action Generation
core
medium
procedure_trajectory_planning
reasoning
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
130
130
[ { "path": "videos/urban_video_bench__AerialVLN_79_3M81GAB8A9H96HRTSQB1UFBOLXQBQU_4__118a1e8fd1ebb07b.mp4", "role": "primary", "source_video_id": "AerialVLN_79_3M81GAB8A9H96HRTSQB1UFBOLXQBQU_4", "start_seconds": null, "end_seconds": null } ]
gvu_03fbfab86c6b64801559
What letter is likely to be shown next?
[ "a", "e", "m" ]
1
e
3
mvbench
1154
character_order
core
short
ordering
temporal
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
21.479
21.479
[ { "path": "videos/mvbench__video_7145__7060493ff062050e.mp4", "role": "primary", "source_video_id": "perception/videos/video_7145.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_040a30649ae8242d72d9
You are navigating to the balcony on the 28th floor. What is the correct summary of your trajectory from the beginning to the current location?
[ "Start from a high-rise building, move toward the street, descend to the ground, and move toward the target building.", "Start from the left side of the building with a huge conical dome, turn right, and descend to a certain height.", "Start from the pedestrian lane, move towards the street, rise, pass through ...
1
Start from the left side of the building with a huge conical dome, turn right, and descend to a certain height.
5
urban_video_bench
1485
Trajectory Captioning
core
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
24.2
24.2
[ { "path": "videos/urban_video_bench__EmbodiedCity_5_1__821cdbc95815e7a3.mp4", "role": "primary", "source_video_id": "EmbodiedCity_5_1", "start_seconds": null, "end_seconds": null } ]
gvu_04123ae8cf111d44c08b
What can be seen outside the bedroom window?
[ "A street", "A swimming pool", "A garden", "A pond" ]
3
A pond
4
ovobench
backward:275
backward/EPM
online_memory
short
state_change_progress
temporal
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
62
62
120
[ { "path": "videos/ovobench__018-hm3d-dHwjuKfkRUR__d683d3a4c189f6e7.mp4", "role": "primary", "source_video_id": "OpenEQA/018-hm3d-dHwjuKfkRUR.mp4", "start_seconds": 0, "end_seconds": 62 } ]
gvu_04135fe1b721a36af179
Which object was thrown by the person?
[ "The box.", "The towel.", "The blanket.", "The clothes." ]
1
The towel.
4
eventbench
1563
Event Description
core
short
global_theme_summary
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
31.051
31.051
[ { "path": "videos/eventbench__RCD08__da0730a78b6f141a.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/Charades_v1_480/RCD08.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_04150c70a39f331253b3
What is the main event of the video?
[ "The main event in the video is a cybersecurity summit addressing global threats to national defense systems.", "The main event in the video is a military exercise conducted by the U.S. Armed Forces in collaboration with NATO allies.", "The main event in the video is an international dispute centered around the...
2
The main event in the video is an international dispute centered around the actions of Kingsford and the U.S. Armed Forces.
4
vrbench
GbrRjcaTnNk:qa1
Event Summarization
core
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
5,463.125
5,463.125
[ { "path": "videos/vrbench__GbrRjcaTnNk__e22c17204eae5353.mp4", "role": "primary", "source_video_id": "GbrRjcaTnNk", "start_seconds": null, "end_seconds": null } ]
gvu_04238d7baddf79921de6
Is there anything unusual in this surveillance video? If there is, what type of unusual activity is it?
[ "Normal", "Robbery", "Burglary", "Arrest" ]
0
Normal
4
mlvu
Q535
anomaly_reco
core
long
state_change_progress
temporal
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
601.84
601.84
[ { "path": "videos/mlvu__surveil_85__a61263c7c86f6f2e.mp4", "role": "primary", "source_video_id": "surveil_85.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_042d7193e1ee082e4ef3
Which of the following sequences of scenes is correct?
[ "First, there is a scene where 'a small snow goose spreads its wings and opens its beak in front of a white snow goose's belly,' followed by 'a few snow geese walking back to the camera on the snowy field,' and finally 'a snowy field with many snow geese arranged in rows, with a tall white cliff in the distance.'",...
3
First, there is a scene where 'a snowy field with many snow geese arranged in rows, with a tall white cliff in the distance,' followed by 'a small snow goose spreads its wings and opens its beak in front of a white snow goose's belly,' and finally 'a few snow geese walking back to the camera on the snowy field.'
5
longvideobench
NSn78eNspwU_0
SSS
core
long
ordering
temporal
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
990.96
990.96
[ { "path": "videos/longvideobench__NSn78eNspwU__11f3e71571b9fe86.mp4", "role": "primary", "source_video_id": "NSn78eNspwU", "start_seconds": null, "end_seconds": null } ]
gvu_0436d409b8a7d5ea5960
How does the confrontation with the higher authority figure influence the protagonist's journey or decision-making?
[ "It reinforces the protagonist’s initial beliefs.", "It discourages the protagonist from all actions.", "It motivates the protagonist to become the authority.", "It causes a fear-driven regression.", "It sparks the protagonist’s desire to prove their worth, compelling them to take risks they hadn’t consider...
7
It reveals hidden truths that cause the protagonist to reassess their choices.
9
mmrvbench
285
Causal Reasoning/Backward Reasoning
core
long
cause_effect_condition
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
725.583
725.583
[ { "path": "videos/mmrvbench__CGI_Animation_on_a_boy_dreaming_of_freedom_Canary_-_by_Pierre-Hu__5d3bc8f62e16cda9.mp4", "role": "primary", "source_video_id": "CGI Animation on a boy dreaming of freedom | Canary - by Pierre-Hugues Dallaire & Benoit Therriault.f616.mp4", "start_seconds": null, "end_...
gvu_043e81eead7d29172a59
At the initial position, you are asked to navigate to the entrance of Building 4 of the community ahead. Thinking back on past actions and objects you have seen, what should you approach next in order to get from your current location to your destination?
[ "I approach the top of the tallest building in the community.", "I approach the center of the community lake.", "I approach across the street from the park.", "I approach the parking lot near Building 4.", "I approach the playground between buildings." ]
3
I approach the parking lot near Building 4.
5
urban_video_bench
5153
High-level Planning
core
short
procedure_trajectory_planning
reasoning
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
66.134
66.134
[ { "path": "videos/urban_video_bench__RealWorld_GN_27_1__8d4cbcfed49b5203.mp4", "role": "primary", "source_video_id": "RealWorld_GN_27_1", "start_seconds": null, "end_seconds": null } ]
gvu_0445c79501316dd77d68
Where did I put the glass ware?
[ "dishwasher", "cupboard", "fridge", "drawer" ]
0
dishwasher
4
etbench
gvq:208
gvq
core
medium
spatial_location
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
150
150
[ { "path": "videos/etbench__86c3b190-a57a-4b88-a3be-4d8d47c8d867_13_163__5047a891f4b13152.mp4", "role": "primary", "source_video_id": "qa_ego4d/86c3b190-a57a-4b88-a3be-4d8d47c8d867_13_163.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_046f98b7eb03d0e582ce
What color is the object that enters the scene?
[ "red", "purple", "blue", "brown" ]
0
red
4
mvbench
1914
moving_attribute
core
short
entity_attribute
perception
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
35.158
35.158
[ { "path": "videos/mvbench__video_10844__2186f7a3d4ad1aa5.mp4", "role": "primary", "source_video_id": "perception/videos/video_10844.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_04b24447af3b40d7fa22
What is the underlying meaning of the choice to show the sunny airport image at the beginning of the video, which shows a three-day trip to Taiwan?
[ "The sunny airport image symbolizes the technological advancements in Taiwan's aviation industry, highlighting its efficiency and modernity.", "The sunny airport image serves as a metaphor for the clarity and transparency of Taiwan's political landscape during the trip.", "The sunny airport image represents the...
3
The sunny airport image heralds the beginning of the journey and is supposedly intended to convey a positive and enjoyable travel mood that will entice the viewer to continue watching.
4
vrbench
T2hBMgqiXAw:qa5
Implicit Inference
core
long
cause_effect_condition
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,216.61
1,216.61
[ { "path": "videos/vrbench__T2hBMgqiXAw__cb40fdcbaa1f20c2.mp4", "role": "primary", "source_video_id": "T2hBMgqiXAw", "start_seconds": null, "end_seconds": null } ]
gvu_04c82cbae5de1c49e991
Is the girl in the video lying on the bank, fascinated by her reflection in the water?
[ "Yes, she is lying on the bank and staring intently into the water.", "Yes, she is sitting near a riverbank, captivated by her reflection.", "No, she is playing in the water instead of lying by the bank.", "No, the scene shows her dancing without any pool or water in sight.", "No, she is actually at the bot...
4
No, she is actually at the bottom of the water the entire time.
10
mmrvbench
192
Counterintuitive Reasoning/Artistic Techniques
core
medium
cause_effect_condition
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
193.02
193.02
[ { "path": "videos/mmrvbench__Narcisse__77798dcb0aee3b4c.mp4", "role": "primary", "source_video_id": "Narcisse.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_04fae086da08c3daa042
What is the text on the package?
[ "SKITTLES", "Colgate", "SOUR PATCH", "Breyers" ]
2
SOUR PATCH
4
ovobench
realtime:1335
realtime/OCR
online_memory
medium
state_change_progress
temporal
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
416.82
416.82
629.695733
[ { "path": "videos/ovobench__263__ad0fd670d64ffd68.mp4", "role": "primary", "source_video_id": "AutoEvalMetaData/263.mp4", "start_seconds": 0, "end_seconds": 416.82 } ]
gvu_050a05a80f049f44a2c7
What is the chef preparing in the dinner by the ocean shore on an island?
[ "Lobster", "Fish", "Chicken", "Pork" ]
0
Lobster
4
mlvu
Q240
needle
core
long
cross_segment_association
temporal
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
751.67
751.67
[ { "path": "videos/mlvu__needle_100__995f5bbb1e5a1033.mp4", "role": "primary", "source_video_id": "needle_100.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_05100aaa80ba455ad8f3
How many Nobel Prizes in physiology or medicine have been awarded?
[ "1", "3", "2", "4" ]
2
2
4
lvbench
1897
event understanding
core
extra_long
cross_segment_association
temporal
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
3,996.84
3,996.84
[ { "path": "videos/lvbench__YlQugR7KSKg__5d0cc6c70a9d3740.mp4", "role": "primary", "source_video_id": "YlQugR7KSKg", "start_seconds": null, "end_seconds": null } ]
gvu_051555419483bbb850fb
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "Grasp the black edge of the gray laptop on your left hand with right hand", "Open the gray laptop with one hand", "Retract right hand", "Extend right hand" ]
2
Retract right hand
4
egoexo
5879
action_prediction
cross_view
short
intent_goal_motivation
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
11.279
11.279
[ { "path": "videos/egoexo__question5879_video0__78296300c5f7a364.mp4", "role": "exo_context", "source_video_id": "question5879_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5879_video1__fdbad7d98b79cbca.mp4", "role": "ego_query", "source_...
gvu_0524af0a606e4aa834eb
Which object was put down by the person?
[ "The box.", "The food.", "The book.", "The bag." ]
3
The bag.
4
eventbench
632
Event Description
core
short
global_theme_summary
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
43.097
43.097
[ { "path": "videos/eventbench__NLWBW__c6f403a8be4ea314.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/Charades_v1_480/NLWBW.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_052cca33c7d4eb999266
Navigation Instruction given at initial position: [now take off and turn right and fly over the pond and closer the white building. now go over the buildings and turn left. now go over the road and buildings and move closer to the white building. now get little down and turn back and go forward until the grey building ...
[ "I am to the left of the white building.", "I am located in front of the white building.", "I am located behind the white building.", "I am on the right side of the white building.", "I am above the white building." ]
1
I am located in front of the white building.
5
urban_video_bench
3107
Landmark Position
core
short
spatial_location
perception
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
54
54
[ { "path": "videos/urban_video_bench__AerialVLN_50_3E13VNJ1NWTVCLLIDLD3F17T8BN1I3_1__2d137ce4c17ddcdd.mp4", "role": "primary", "source_video_id": "AerialVLN_50_3E13VNJ1NWTVCLLIDLD3F17T8BN1I3_1", "start_seconds": null, "end_seconds": null } ]
gvu_052e44cf0b7ae7bf8b34
Navigation Instruction given at initial position: [fly through the medal bars at the beginning. fly down to the tree in the center of the water. make a stop at the bridge over the water. go to the car wash bill board and make a left. go to the coca cola cap and make a right. finish at the park. back to the bridge over ...
[ "I go up and turn left.", "I descend and then turn left to fly forward.", "I fly forward while descending, then turn right.", "I turn right.", "I rotate the camera downward." ]
1
I descend and then turn left to fly forward.
5
urban_video_bench
2437
Action Generation
core
medium
procedure_trajectory_planning
reasoning
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
306
306
[ { "path": "videos/urban_video_bench__AerialVLN_15_3YMTUJH0D1E2DYYCUFV9R6G5V9TT4Z_5__2d467f82524d6a4d.mp4", "role": "primary", "source_video_id": "AerialVLN_15_3YMTUJH0D1E2DYYCUFV9R6G5V9TT4Z_5", "start_seconds": null, "end_seconds": null } ]
gvu_053222f0597b05ba5e4d
There are people resting in front of the flower bed in the spacious park. Not far from the flower bed, two people are standing. On the left is a man wearing gray clothes, and on the right is a woman wearing black clothes who is drinking a beverage. Where has this woman appeared before?
[ "In the subway", "In the convenience store", "On the bridge", "In the restroom", "In the hotel room" ]
2
On the bridge
5
longvideobench
JDtVwz1R-kI_1
SOS
core
long
cross_segment_association
temporal
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,197.24
1,197.24
[ { "path": "videos/longvideobench__JDtVwz1R-kI__a4d20d96dcd05342.mp4", "role": "primary", "source_video_id": "JDtVwz1R-kI", "start_seconds": null, "end_seconds": null } ]
gvu_057ae4ab69148cbfdb57
Navigation Instruction given at initial position: [take off and fly upwards same to the building height and take a turn and fly straight to the opposite building after reaching the building turn left. after turning left fly between the gap of the building and fly downwards to the lake and fly upwards from the lake and ...
[ "I fly at the same height as the building.", "I fly downward in the center of the lake.", "I fly near Ed’s butcher shop.", "I turn right at the building.", "I go across the water." ]
1
I fly downward in the center of the lake.
5
urban_video_bench
3624
Progress Evaluation
core
medium
state_change_progress
temporal
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
545
545
[ { "path": "videos/urban_video_bench__AerialVLN_77_3DHE4R9OC59O5FXJ61DEZ84IL4AG28_7__5f3e7a3b344bb761.mp4", "role": "primary", "source_video_id": "AerialVLN_77_3DHE4R9OC59O5FXJ61DEZ84IL4AG28_7", "start_seconds": null, "end_seconds": null } ]
gvu_058587385c2ad8f8d64c
What color is the scarf worn by the woman in the video?
[ "Red", "Blue", "White", "Pink" ]
1
Blue
4
mlvu
Q1653
topic_reasoning
holistic
long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
716
716
[ { "path": "videos/mlvu__movie101_10__b66ce29f421b432d.mp4", "role": "primary", "source_video_id": "movie101_10.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_058c54111a09bce5bcb4
Navigation Instruction given at initial position: [take off and turn left and move forward and get down towards the white building terrace. now turn right and go over the buildings and trees towards the pond. now turn left and go over the buildings and get down reach the road and landed.]. At the initial position, you ...
[ "I am on the left side of the pond.", "I am above the pond.", "I am on the right side of the pond.", "I am below the pond.", "I am far away from the pond." ]
1
I am above the pond.
5
urban_video_bench
3050
Landmark Position
core
medium
spatial_location
perception
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
186
186
[ { "path": "videos/urban_video_bench__AerialVLN_44_392CY0QWGAPC4KI103W5DZEWKVCI4C_5__c264529fae086a76.mp4", "role": "primary", "source_video_id": "AerialVLN_44_392CY0QWGAPC4KI103W5DZEWKVCI4C_5", "start_seconds": null, "end_seconds": null } ]
gvu_05bc58c237616007a750
What kind of spirit does the video mainly reflect in the contestants?
[ "It primarily showcases individual excellence and personal achievement, emphasizing the importance of winning above all else.", "It highlights the importance of strict discipline and adherence to rules, focusing on the technical aspects of the competition.", "It mainly reflects the unity and mutual help of the ...
2
It mainly reflects the unity and mutual help of the participants, friendship first, competition second, and the competitive sports spirit of hard work.
4
vrbench
cqgCe9z4qBY:qa6
Event Summarization
core
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
5,540
5,540
[ { "path": "videos/vrbench__cqgCe9z4qBY__c6ecf746d517a9e9.mp4", "role": "primary", "source_video_id": "cqgCe9z4qBY", "start_seconds": null, "end_seconds": null } ]
gvu_05d0d34615f89eacfbd9
What is the action performed by the person in the video?
[ "swimming", "spreading", "floating", "diving" ]
3
diving
4
mvbench
1761
fine_grained_action
core
short
action_state
perception
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
3
3
[ { "path": "videos/mvbench__getty-dolphin-swimming-close-to-camera-video-id636312218_2__dd7c4dc65f05cccd.mp4", "role": "primary", "source_video_id": "Moments_in_Time_Raw/videos/validation/diving/getty-dolphin-swimming-close-to-camera-video-id636312218_2.mp4", "start_seconds": null, "end_seconds":...
gvu_062b86283451794b2042
Navigation Instruction given at initial position: [take off and turn right move towards the base bridge. now turn left on your back move towards the red rocket building. now turn right move towards the pond and turn left move forward and slow down to the road and stay there.]. At the initial position, you are asked to ...
[ "I am on the right side of the pond.", "I am located above the pond.", "I am located on the left side of the pond.", "I am on the pond floor.", "I am far away from the pond." ]
4
I am far away from the pond.
5
urban_video_bench
3932
Landmark Position
core
long
spatial_location
perception
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
688
688
[ { "path": "videos/urban_video_bench__AerialVLN_91_3KB8R4ZV1N5ITSXFPU6P017MCZSGBQ_7__2f73c675eb6b7b25.mp4", "role": "primary", "source_video_id": "AerialVLN_91_3KB8R4ZV1N5ITSXFPU6P017MCZSGBQ_7", "start_seconds": null, "end_seconds": null } ]
gvu_065f03a309e3c2055ab2
You are provided with two videos from different perspectives. Carefully observe the actions in both videos. Video 1: <video> Video 2: <video>Question: How does the interaction between the left and right hands differ in the two videos?
[ "In Video 1, the left hand assists the right hand; in Video 2, the right hand assists the left hand.", "In Video 1, the left hand holds an item while the right hand performs an action; in Video 2, the left hand performs an action while the right hand holds an item.", "In Video 1, both hands work together on a t...
3
In Video 1, the left hand removes an item from the right hand; in Video 2, the left hand passes an item to the right hand.
4
egoexo
3516
body_part_action
cross_view
short
cross_segment_association
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
4.416
4.416
[ { "path": "videos/egoexo__question3516_video0__d0c0bb6f548d2eed.mp4", "role": "video_1", "source_video_id": "question3516_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question3516_video1__e4049bc03bcd9a4c.mp4", "role": "video_2", "source_video_...
gvu_06a3f7a8c9d054ac440b
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "get tank from table with hand", "get fishing-net from basin with hand", "put basin to table with hand", "get fish from basin with fishing-net" ]
0
get tank from table with hand
4
egoexo
5505
action_prediction
cross_view
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
8
8
[ { "path": "videos/egoexo__question5505_video0__d357122a92279426.mp4", "role": "exo_context", "source_video_id": "question5505_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5505_video1__f008904a09e1dd1a.mp4", "role": "ego_query", "source_...
gvu_06b5d822cada29a333a3
Under the built wooden frame, where else has the red shredded carrots inside the round iron plate on the olive-colored wooden table appeared?
[ "On the roof", "In the refrigerator", "In the pot", "In the oven", "On the snowy ground" ]
2
In the pot
5
longvideobench
0up5NxTiGZE_2
SOS
core
long
cross_segment_association
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
991.83
991.83
[ { "path": "videos/longvideobench__0up5NxTiGZE__57f35f9e00a7ea18.mp4", "role": "primary", "source_video_id": "0up5NxTiGZE", "start_seconds": null, "end_seconds": null } ]
gvu_06f6f26620aa792d9311
Describe the main focus of the video, considering the different objects and materials that c works with throughout the video. c stands for the camera wearer.
[ "Currently, c is diligently working on repairing a broken camera.", "Currently, person c is meticulously disassembling a camera piece by piece.", "Currently, c is diligently cleaning and maintaining a camera.", "C is taking pictures with a camera.", "C is building a model of a camera." ]
4
C is building a model of a camera.
5
eventbench
1774
Contextual Reasoning
core
medium
key_visual_detail
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
180
180
[ { "path": "videos/eventbench__bd5c107d-3d17-418c-a315-9d6b85072aef__f5be3e947fd00bbd.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/EgoSchema/bd5c107d-3d17-418c-a315-9d6b85072aef.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_06fd7ef9b88b675c997f
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "put remote to table with hand", "put vacuum to floor with hand", "sit on sofa", "turn-on vacuum with hand" ]
1
put vacuum to floor with hand
4
egoexo
5523
action_prediction
cross_view
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
8
8
[ { "path": "videos/egoexo__question5523_video0__ab14e1d7d9d867a5.mp4", "role": "exo_context", "source_video_id": "question5523_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5523_video1__edab87355237007b.mp4", "role": "ego_query", "source_...
gvu_070365505d01bc1f1c90
Which one takes longer for you to turn and focus on the high-rise buildings or for you to move forward and reach the target rooftop?
[ "I take longer to turn and focus on the tall buildings than to reach the target rooftop.", "I take the same amount of time to turn and focus on the tall buildings as to reach the target rooftop.", "I take less time to turn and focus on the tall buildings than to reach the target rooftop." ]
2
I take less time to turn and focus on the tall buildings than to reach the target rooftop.
3
urban_video_bench
188
Duration
core
short
count_frequency_duration
temporal
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
95
95
[ { "path": "videos/urban_video_bench__AerialVLN_4_30X31N5D6COG0N1EEG0AU46JK6WSAG__5059e4ac1ac75eb2.mp4", "role": "primary", "source_video_id": "AerialVLN_4_30X31N5D6COG0N1EEG0AU46JK6WSAG", "start_seconds": null, "end_seconds": null } ]
gvu_07160a10345690870e47
What is the subject matter of the video?
[ "It focuses on the lonely story of a transfer girl who is ostracized and bullied at school, humiliated and hurt by her stepfather at home, and finally chooses to end her life.", "It chronicles the adventures of a group of friends traveling across the country to fulfill their deceased mentor's final wish.", "It ...
0
It focuses on the lonely story of a transfer girl who is ostracized and bullied at school, humiliated and hurt by her stepfather at home, and finally chooses to end her life.
4
vrbench
51wi5NRmg0g:qa1
Event Summarization
holistic
long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,446.92
1,446.92
[ { "path": "videos/vrbench__51wi5NRmg0g__bdf2723c1d474c84.mp4", "role": "primary", "source_video_id": "51wi5NRmg0g", "start_seconds": null, "end_seconds": null } ]
gvu_076307dababe901554cd
You are provided with a synchronized third-person perspective (Exocentric) video and a first-person perspective (Egocentric) video. Leverage the exocentric video as the gold standard for understanding the correct order and details of action sequences. Your goal is to predict the next action that will occur in the e...
[ "With right hand, place another white sock from the floating shelf onto the clothes hanger in left hand.", "With right hand, place another pink sock from the floating shelf onto the clothes hanger in left hand.", "With left hand place the clothes hanger, now hold the socks, onto the black railing.", "With rig...
0
With right hand, place another white sock from the floating shelf onto the clothes hanger in left hand.
4
egoexo
5924
action_prediction
cross_view
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
39.63
39.63
[ { "path": "videos/egoexo__question5924_video0__388d02f65d25a83b.mp4", "role": "exo_context", "source_video_id": "question5924_video0", "start_seconds": null, "end_seconds": null }, { "path": "videos/egoexo__question5924_video1__b5cce4fdb4aba839.mp4", "role": "ego_query", "source_...
gvu_076606ad4184f8f6bee9
Based on the multiple clips of matches that appear in the video, what can be summarized as the main plot of these matches?
[ "The video shows a range of soccer matches, from friendlies to tense tournaments, where the players excel and enjoy themselves.", "The video captures the aftermath of matches, showcasing the emotional reactions and celebrations of the teams.", "The video focuses exclusively on high-stakes championship games, hi...
0
The video shows a range of soccer matches, from friendlies to tense tournaments, where the players excel and enjoy themselves.
4
vrbench
VVnWO6ssMqo:qa2
Event Summarization
core
extra_long
global_theme_summary
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
6,969.6
6,969.6
[ { "path": "videos/vrbench__VVnWO6ssMqo__c4b05d43e5ef92c9.mp4", "role": "primary", "source_video_id": "VVnWO6ssMqo", "start_seconds": null, "end_seconds": null } ]
gvu_077e2a14ef4d5c951dde
Summarize the scoring in the third game of the first set?
[ "After losing a point, the U.S. team scored four points in a row to win the game", "After losing a point, the Swiss team scored four points in a row to win the game", "The Swiss team scored four points in a row to win the game", "The U.S. team scored four points in a row to win the game" ]
3
The U.S. team scored four points in a row to win the game
4
lvbench
4010
summarization
holistic
extra_long
global_theme_summary
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
2,791.6
2,791.6
[ { "path": "videos/lvbench__JlrzSvCsIjE__36579de8796cd216.mp4", "role": "primary", "source_video_id": "JlrzSvCsIjE", "start_seconds": null, "end_seconds": null } ]
gvu_07c8cc28ab7e9c3bda0c
Why did the woman in the video use a hose to sprinkle water on the two girls who were inside the restroom?
[ "Because the two girls had locked themselves in the restroom and refused to come out, so the woman used the hose to force them to open the door.", "Because the heroine comes back to her classroom to find her seat littered with trash and water bottles, and knowing that the two girls did it, she goes to the restroo...
1
Because the heroine comes back to her classroom to find her seat littered with trash and water bottles, and knowing that the two girls did it, she goes to the restroom to get a hose and sprays water on them.
4
vrbench
MxbkXYY9piU:qa6
Event Attribution
core
long
cause_effect_condition
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,497.28
1,497.28
[ { "path": "videos/vrbench__MxbkXYY9piU__b1f5aeb7af572707.mp4", "role": "primary", "source_video_id": "MxbkXYY9piU", "start_seconds": null, "end_seconds": null } ]
gvu_0828ee2928b1a736f7be
In total, how many times does the formal meeting scene appear throughout the video clip?
[ "There are three formal meeting scenes in the video.", "There are five formal meeting scenes in the video.", "There are two formal meeting scenes in the video.", "There are four formal meeting scenes in the video." ]
3
There are four formal meeting scenes in the video.
4
vrbench
Fgl9eEQfwVc:qa5
Counting Porblems
core
extra_long
count_frequency_duration
temporal
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
3,662.53
3,662.53
[ { "path": "videos/vrbench__Fgl9eEQfwVc__e688d5c68d1884db.mp4", "role": "primary", "source_video_id": "Fgl9eEQfwVc", "start_seconds": null, "end_seconds": null } ]
gvu_0831060ae223bbae8714
A man wearing a black coat and blue jeans is lying on his side in the trunk of a car with his hands and feet tied up with tape. What happens next?
[ "Three men are practicing hand-tied drills on a deserted ground", "The man in black clothes struggles free from the tape binding his hands and feet inside the trunk", "Three men are listening to a professional in black short sleeves explaining something", "Three men are singing inside a car", "Three men are...
1
The man in black clothes struggles free from the tape binding his hands and feet inside the trunk
5
longvideobench
WTT7XZko3qk_2
E3E
core
long
state_change_progress
temporal
urban_mobility_navigation
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
1,208.96
1,208.96
[ { "path": "videos/longvideobench__WTT7XZko3qk__7a51731419bef767.mp4", "role": "primary", "source_video_id": "WTT7XZko3qk", "start_seconds": null, "end_seconds": null } ]
gvu_084707abd34995cc9ef8
There are many screens on the left side of the scene, and on a nearby desk, there is a laptop. A person wearing a blue sleeveless outfit is standing next to the laptop. At the screen, a man in gray clothing is facing the camera. As the scene shifts to show a blonde woman in a suspender skirt bending down on the right s...
[ "The outer garment changes to short sleeves", "The outer garment changes to a hooded coat", "The outer garment changes to a vest", "The outer garment changes to black" ]
3
The outer garment changes to black
4
longvideobench
O471uwTNx6k_1
SAA
core
long
state_change_progress
temporal
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
959.7
959.7
[ { "path": "videos/longvideobench__O471uwTNx6k__2639cc633c6efea9.mp4", "role": "primary", "source_video_id": "O471uwTNx6k", "start_seconds": null, "end_seconds": null } ]
gvu_08512ce074f786d6bb76
Which of the following options correctly matches the sequence of actions as they actually appear in the video?
[ "making jewelry --> riding mule --> playing trombone --> shredding paper", "shredding paper --> riding mule --> making jewelry --> playing trombone", "making jewelry --> shredding paper --> playing trombone --> riding mule", "playing trombone --> riding mule --> making jewelry --> shredding paper" ]
0
making jewelry --> riding mule --> playing trombone --> shredding paper
4
mlvu
Q1976
order
core
long
ordering
temporal
knowledge_documentary_social
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
600.03
600.03
[ { "path": "videos/mlvu__order_246__c57271b99ecbe8e6.mp4", "role": "primary", "source_video_id": "order_246.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_08546ab0ebf6f4ffc7bb
What action occurs around 22.5 seconds?
[ "dropping something on top of something", "moving object(s) around", "pretending to drink from something", "putting something into something" ]
3
putting something into something
4
etbench
rar:141
rar
core
short
action_state
perception
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
31.167
31.167
[ { "path": "videos/etbench__video_5859__19273c26549d79c6.mp4", "role": "primary", "source_video_id": "perception_test/video_5859.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_085ab6c959f9963b5599
What is the most special thing about the tournament that Taiwan's team participated in?
[ "What is special about the tournament Taiwan is participating in is that it is held biennially and features only amateur athletes.", "What is special about the tournament Taiwan is participating in is that it is sponsored by a single multinational corporation.", "What is special about the tournament Taiwan is p...
3
What is special about the tournament Taiwan is participating in is that it is international and attracts players and spectators from multiple countries.
4
vrbench
mdjnoKKipHY:qa9
Event Summarization
core
extra_long
global_theme_summary
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
7,243.77
7,243.77
[ { "path": "videos/vrbench__mdjnoKKipHY__2d4d970ff06e5e58.mp4", "role": "primary", "source_video_id": "mdjnoKKipHY", "start_seconds": null, "end_seconds": null } ]
gvu_08ae78a9c2cf297d951a
What did the person do to the shoe after sitting on the sofa/couch?
[ "Threw.", "Unable to answer.", "Put down.", "Took.", "Washed." ]
2
Put down.
5
etbench
rvq:475
rvq
core
short
ordering
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
30.5
30.5
[ { "path": "videos/etbench__IXISD__7261e5cd476be85b.mp4", "role": "primary", "source_video_id": "star/IXISD.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_08e0949decfaee406964
How would you describe the overall process that c is carrying out with the napier grass throughout the video, and what are the main techniques used in this process? c stands for the camera wearer.
[ "C is tying napier grass.", "In the field, c efficiently lifts fresh napier grass with care.", "In this context, individual c is actively promoting the growth of napier grass.", "In the field, c is carefully pulling up some napier grass.", "C is cutting napier grass into smaller pieces." ]
4
C is cutting napier grass into smaller pieces.
5
eventbench
1496
Contextual Reasoning
core
medium
key_visual_detail
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
180
180
[ { "path": "videos/eventbench__e5b84f2d-452f-448d-a3d4-8ad7bd4cd08b__c3204f0683d9a9ef.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/EgoSchema/e5b84f2d-452f-448d-a3d4-8ad7bd4cd08b.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_08f783e58ba275cc0c86
What is the scene starting at 2:40 most likely to symbolize?
[ "Triumph over adversity.", "Character permanently retires from the film.", "An unexpected twist in the storyline.", "A moment of reflection or farewell.", "Conformity and expectation.", "An expression of inner turmoil.", "The chaos of everyday life.", "A journey towards self-discovery.", "Anticipati...
1
Character permanently retires from the film.
11
mmrvbench
745
Metaphor Understanding/Creative Metaphor
core
medium
intent_goal_motivation
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
237.425
237.425
[ { "path": "videos/mmrvbench__Wiz_Khalifa_-_See_You_Again_ft._Charlie_Puth_Official_Video_Furi__a56eadafe5fd42ce.mp4", "role": "primary", "source_video_id": "Wiz Khalifa - See You Again ft. Charlie Puth [Official Video] Furious 7 Soundtrack.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_0918a2bdbfdfad38d847
How many ties were kept on the display table?
[ "Eight", "Four.", "Two", "Six" ]
1
Four.
4
mlvu
Q807
ego
core
medium
entity_attribute
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
418.033333
418.033333
[ { "path": "videos/mlvu__ego_3__4f2d64b449e8390e.mp4", "role": "primary", "source_video_id": "ego_3.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_092b2fe4de651fe302eb
What is the reason why Vietnam won the championship in soccer?
[ "Vietnam won the game through excellent teamwork and strategy.", "Vietnam secured victory due to superior individual talent and skill.", "Vietnam achieved success by capitalizing on their opponent's defensive errors.", "Vietnam triumphed because of their aggressive offensive tactics." ]
0
Vietnam won the game through excellent teamwork and strategy.
4
vrbench
4rETo6P0Tvc:qa2
Event Attribution
core
extra_long
cause_effect_condition
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
12,490.7
12,490.7
[ { "path": "videos/vrbench__4rETo6P0Tvc__5fc678416a046121.mp4", "role": "primary", "source_video_id": "4rETo6P0Tvc", "start_seconds": null, "end_seconds": null } ]
gvu_0931f9b7ce176ec4f336
What was the main thing that happened after Papa Smurf buried the evil pendant in the dirt?
[ "Gargamel discovers the buried pendant and uses it to summon a storm, but the Smurfs counteract it by creating a protective barrier around their village.", "A group of Smurfs accidentally digs up the pendant, causing it to release a dark mist that spreads across the forest, which Papa Smurf disperses with a purif...
2
When a Smurf with glasses quietly picks up a locket, Gargamel casts a spell to make the locket work, a natural disaster strikes the village, and Papa Smurf stops the disaster with his own efforts.
4
vrbench
tYReiOTa3W0:qa5
Event Summarization
holistic
extra_long
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
11,323.28
11,323.28
[ { "path": "videos/vrbench__tYReiOTa3W0__1fba0073bf9e7dc5.mp4", "role": "primary", "source_video_id": "tYReiOTa3W0", "start_seconds": null, "end_seconds": null } ]
gvu_094676643eff8fe811a4
What did the person do while they were writing on the paper/notebook and touching the table?
[ "Put down the cup/glass/bottle.", "Put down the blanket.", "Took the food.", "Threw the food." ]
3
Threw the food.
4
eventbench
401
Event Description
core
short
global_theme_summary
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
30.767
30.767
[ { "path": "videos/eventbench__DHPNN__bdc8c023051b187c.mp4", "role": "primary", "source_video_id": "Event-Bench-Videos/Charades_v1_480/DHPNN.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_095b58e662ea91e3ca98
What is the profession of the female protagonist in the video?
[ "Photographer", "Teacher", "Doctor", "Nanny" ]
0
Photographer
4
mlvu
Q1565
plotQA
core
long
intent_goal_motivation
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
627
627
[ { "path": "videos/mlvu__movie101_61__1879f8e5d09c912e.mp4", "role": "primary", "source_video_id": "movie101_61.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_09917e8fbd0d0503f119
What is the genre of this movie clip?
[ "Horror", "Science Fiction", "War", "Comedy" ]
1
Science Fiction
4
mlvu
Q1704
topic_reasoning
holistic
medium
global_theme_summary
reasoning
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
234
234
[ { "path": "videos/mlvu__movie101_28__b356fbd962d1b4f6.mp4", "role": "primary", "source_video_id": "movie101_28.mp4", "start_seconds": null, "end_seconds": null } ]
gvu_09b18ef96958d6530511
Why did you ascend slightly to better view the shop fronts?
[ "To decrease speed and ensure a smooth landing.", "To capture a wider view of all the shop signs for mapping purposes.", "Because you were flying too close to the traffic along the road.", "Because the presence of overhanging branches was obstructing the view.", "Because it was required to follow a specific...
3
Because the presence of overhanging branches was obstructing the view.
5
urban_video_bench
59
Causal
core
long
cause_effect_condition
reasoning
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
703.95
703.95
[ { "path": "videos/urban_video_bench__EmbodiedCity_49__9b18d2f6b8e14bec.mp4", "role": "primary", "source_video_id": "EmbodiedCity_49", "start_seconds": null, "end_seconds": null } ]
gvu_09bf3e3ad9172d1e76ac
The video features several male interview characters
[ "Four male interviewees appeared", "Two male interviewees were shown", "Five male interviewees participated", "Three male interviewees were featured" ]
0
Four male interviewees appeared
4
vrbench
AQIhwBxYs_s:qa1
Counting Porblems
core
extra_long
count_frequency_duration
temporal
narrative_media
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
4,319.4
4,319.4
[ { "path": "videos/vrbench__AQIhwBxYs_s__27b76ff0ac8089c8.mp4", "role": "primary", "source_video_id": "AQIhwBxYs_s", "start_seconds": null, "end_seconds": null } ]
gvu_09c733f84bb0304386da
What is the main spirit of the contestants reflected in the video?
[ "The video mainly reflects the valuable spirit of unity, friendship, mutual help and friendship first, competition second among the contestants.", "The video emphasizes the importance of personal achievement and strategic dominance in the competition.", "The video primarily showcases the intense competitive spi...
0
The video mainly reflects the valuable spirit of unity, friendship, mutual help and friendship first, competition second among the contestants.
4
vrbench
lSFLvKjPX2w:qa5
Event Summarization
holistic
extra_long
global_theme_summary
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
7,335
7,335
[ { "path": "videos/vrbench__lSFLvKjPX2w__e4afc7532ca33b27.mp4", "role": "primary", "source_video_id": "lSFLvKjPX2w", "start_seconds": null, "end_seconds": null } ]
gvu_0a2063a86cfe302256bb
What is the activity occurring with the football?
[ "A player in a red uniform is attempting to Shoot the football.", "A player in a red uniform is attempting to Pass the football.", "A player in a red uniform is attempting to Dribble the football.", "A player in a red uniform is attempting to Tackle the football." ]
0
A player in a red uniform is attempting to Shoot the football.
4
ovobench
realtime:1318
realtime/ACR
online_memory
short
action_state
perception
egocentric_daily
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
49.16
49.16
139.32
[ { "path": "videos/ovobench__72__65e21132d16d904d.mp4", "role": "primary", "source_video_id": "AutoEvalMetaData/72.mp4", "start_seconds": 0, "end_seconds": 49.16 } ]
gvu_0a846b05c72d00c8fa41
What was the main event of the race in the video?
[ "The main event was the second half of the men's basketball game between Serbia and Italy, which ended with Italy taking the victory by seven points, 102-95.", "The main event was the final round of the men's 100-meter sprint, where Jamaica secured the gold medal with a time of 9.58 seconds.", "The main event w...
0
The main event was the second half of the men's basketball game between Serbia and Italy, which ended with Italy taking the victory by seven points, 102-95.
4
vrbench
kUEsJSUZkMY:qa5
Event Summarization
holistic
extra_long
global_theme_summary
reasoning
sports_action_performance
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
3,944.56
3,944.56
[ { "path": "videos/vrbench__kUEsJSUZkMY__ba16fa4065d0816a.mp4", "role": "primary", "source_video_id": "kUEsJSUZkMY", "start_seconds": null, "end_seconds": null } ]
gvu_0a979ffe409fd474f700
You are navigating to the balcony on the 11th floor. What is the correct summary of your trajectory from the beginning to the current location?
[ "Start from a high-rise building, descend to street level, and move towards the target building.", "Start from the left side of the building with a huge conical dome, turn right, descend to a certain height, and move forward to approach the balcony on the 11th floor.", "Start from above the city, descend to the...
1
Start from the left side of the building with a huge conical dome, turn right, descend to a certain height, and move forward to approach the balcony on the 11th floor.
5
urban_video_bench
1086
Trajectory Captioning
core
short
state_change_progress
temporal
embodied_task_procedure
{ "audio": "disabled", "subtitles": "disabled", "visual": "video_frames_only" }
null
74.25
74.25
[ { "path": "videos/urban_video_bench__EmbodiedCity_22__55a058ea61ea07a1.mp4", "role": "primary", "source_video_id": "EmbodiedCity_22", "start_seconds": null, "end_seconds": null } ]
End of preview. Expand in Data Studio

GlanceVU

GlanceVU is a video understanding benchmark with 2,400 question annotations and 2,036 videos.

Browse the question annotations in the Dataset Viewer, or download GlanceVU.json. The referenced video files are available in videos/.

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