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question_id
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18
18
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int64
1
65
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1
65
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191
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1 value
egomonth_qa_000001
1
1
001_0001
001/001_0001.mp4
videos/001/001_0001.mp4
false
event_counting
Event Counting
Level 3: Cascading Reasoning
<001_0001.mp4>How many buses did the user board in total
A.1
B.2
C.3
D.4
B
ev_03,ev_05
null
The user boarded two buses in total
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000002
1
1
001_0001
001/001_0001.mp4
videos/001/001_0001.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0001.mp4>How many floors does the user live on in total
A.7
B.8
C.10
D.11
D
ev_02
null
There are a total of 11 floors where the user resides
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000003
1
1
001_0002
001/001_0002.mp4
videos/001/001_0002.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<001_0002.mp4>Where is the TV located in the TV cabinet
A.Above
B.below
C.left
D.right
A
ev_08
null
The TV is on top of the TV cabinet
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000004
1
1
001_0002
001/001_0002.mp4
videos/001/001_0002.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<001_0002.mp4>Where is the coffee table on the TV
A.Above
B.below
C.left
D.front
D
ev_08
null
The coffee table is in front of the TV
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000005
1
1
001_0002
001/001_0002.mp4
videos/001/001_0002.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<001_0002.mp4>Where is the coffee table on the sofa
A.Above
B.below
C.left
D.front
D
ev_08
null
The coffee table is in front of the sofa
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000006
1
1
001_0002
001/001_0002.mp4
videos/001/001_0002.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<001_0002.mp4>Where is the wine cabinet located on the coffee table
A.Above
B.below
C.left
D.right side
D
ev_08
null
The wine cabinet is on the right side of the coffee table
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000007
1
1
001_0002
001/001_0002.mp4
videos/001/001_0002.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0002.mp4>What fruits did the user eat
A.Bananas
B.apples
C.oranges
D.watermelons
A
ev_11
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000008
1
1
001_0002
001/001_0002.mp4
videos/001/001_0002.mp4
false
self_localization
Self-Localization
Level 2: Episodic Indexing
<001_0002.mp4>Where is the user at 13:14 in the video
A.living room
B.bedroom
C.bathroom
D.dining room
A
ev_12
null
The user is in the living room at 13:14 in the video
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000009
1
1
001_0003
001/001_0003.mp4
videos/001/001_0003.mp4
false
cross_view_spatial_reasoning
Cross-View Spatial Reasoning
Level 3: Cascading Reasoning
<001_0003.mp4>Which room does the user need to pass through from the bedroom to the living room
A.living room
B.bedroom
C.bathroom
D.dining room
C
ev_16
null
Users need to pass through the bathroom from the bedroom to the living room
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000010
1
1
001_0004
001/001_0004.mp4
videos/001/001_0004.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0004.mp4> What color are the words on the light sign
A.black
B.pink
C.green
D.yellow
C
ev_04
null
04:18The words on the light sign are green
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000011
1
1
001_0006
001/001_0006.mp4
videos/001/001_0006.mp4
false
event_time
Event Time
Level 2: Episodic Indexing
<001_0006.mp4> Which segment of the video does the user work in the company
A.02:52-08:10
B.09:10-10:55
C.12:25-15:50
D.none
D
ev_25,ev_26,ev_27,ev_28,ev_29,ev_30,ev_31,
null
The user in the video is not working at the company
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000012
1
1
001_0007
001/001_0007.mp4
videos/001/001_0007.mp4
false
procedure_planning
Procedure Planning
Level 3: Cascading Reasoning
<001_0007.mp4>What is the order in which users go to the three supermarkets
A.supermarket_01->supermarket_02->supermarket_03
B.supermarket_02->supermarket_01->supermarket_03
C.supermarket_03->supermarket_02->supermarket_01
D.None
A
ev_34,ev_37,ev_39,
null
The user first went to Supermarket 1, then to Supermarket 2, and finally to Supermarket 3
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000013
1
1
001_0008
001/001_0008.mp4
videos/001/001_0008.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0008.mp4>What are users doing with their laptops
A.watch short videos
B.Create PPT
C.play games
D.listen to music
B
ev_41
null
Users make PPT on laptops
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000014
1
1
001_0009
001/001_0009.mp4
videos/001/001_0009.mp4
false
direction_judgement
Direction Judgment
Level 3: Cascading Reasoning
<001_0009.mp4>Do users need to turn left or right at the school entrance when they arrive at the takeaway cabinet
A.turn left
B.turn right
C.None
D.None
B
ev_44
null
Turn right at the school gate to reach the takeaway cabinet
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000015
1
1
001_0010
001/001_0010.mp4
videos/001/001_0010.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0010.mp4>Is the user leaving the library during the day or at night
A.Day
B.night
C.None
D.None
B
ev_48
null
The user left the library at night
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000016
1
1
001_0011
001/001_0011.mp4
videos/001/001_0011.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<001_0011.mp4>Where is the laptop placed when the user is learning
A.On the table
B.on the bed
C.on the ground
D.in the hands
B
ev_49
null
Users are learning in bed
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000017
1
1
001_0012
001/001_0012.mp4
videos/001/001_0012.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<001_0012.mp4>How many rooms are the user active in total
A.6
B.5
C.4
D.3
D
ev_53
null
The user is active in a total of 3 rooms
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000018
1
1
001_0013
001/001_0013.mp4
videos/001/001_0013.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0013.mp4>Which talk show is the user watching
A.Xiaoguo comedy
B.Laughing comedy
C.Xifan Comedy
D.Mars comedy
C
ev_58
null
The user is watching a comedy show called Xifan, and while waiting for the show, there is a Xifan comedy label on stage
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000019
1
1
001_0015,001_0017,001_0018,001_0026,001_0029
001/001_0015.mp4|001/001_0017.mp4|001/001_0018.mp4|001/001_0026.mp4|001/001_0029.mp4
videos/001/001_0015.mp4|videos/001/001_0017.mp4|videos/001/001_0018.mp4|videos/001/001_0026.mp4|videos/001/001_0029.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<001_0015.mp4><001_0017.mp4><001_0018.mp4><001_0026.mp4><001_0029.mp4>What are the habits of users when studying in the library
A.Using electronic devices
B.drink water
C.speak
D.Get up and walk back and forth
A
ev_64,ev_72,ev_73,ev_86,ev_91
null
Users use electronic devices every time they study in the library
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000020
1
1
001_0021,001_0024,001_0028,001_0030,001_0037
001/001_0021.mp4|001/001_0024.mp4|001/001_0028.mp4|001/001_0030.mp4|001/001_0037.mp4
videos/001/001_0021.mp4|videos/001/001_0024.mp4|videos/001/001_0028.mp4|videos/001/001_0030.mp4|videos/001/001_0037.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<001_0021.mp4><001_0024.mp4><001_0028.mp4><001_0030.mp4><001_0037.mp4>How do users go to the teaching building every day
A.Bicycle
B.electric bike
C.car
D.walk
D
ev_78,ev_83,ev_88,ev_92,ev_108
null
Users walk to the teaching building every day
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000021
1
1
001_0020
001/001_0020.mp4
videos/001/001_0020.mp4
false
procedure_planning
Procedure Planning
Level 3: Cascading Reasoning
<001_0020.mp4>What is the order in which users make purchases
A.Enter the snack shop->buy snacks->checkout-> exit the snack shop
B.buy snacks->Enter the snack shop->checkout-> exit the snack shop
C.checkout->Enter the snack shop->buy snacks-> exit the snack shop
D.exit the snack shop->Enter the snack shop->buy snacks->checkout
A
ev_76,ev_77
null
Enter the snack shop, buy snacks, checkout, and exit the snack shop
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000022
1
1
001_0021
001/001_0021.mp4
videos/001/001_0021.mp4
false
event_counting
Event Counting
Level 3: Cascading Reasoning
<001_0021.mp4>How many times do users have to climb the stairs on their way to the teaching building
A.1
B.2
C.3
D.4
C
ev_78,ev_79
null
The user has to climb the stairs three times on their way to the teaching building
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000023
1
1
001_0024
001/001_0024.mp4
videos/001/001_0024.mp4
false
direction_judgement
Direction Judgment
Level 3: Cascading Reasoning
<001_0024.mp4>Do users turn left or right after getting off the pedestrian bridge on their way to the teaching building
A.turn left
B.turn right
C.None
D.None
A
ev_83
null
After getting off the pedestrian bridge on the way to the teaching building, the user turns left
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000024
1
1
001_0021,001_0024,001_0028,001_0030,001_0037
001/001_0021.mp4|001/001_0024.mp4|001/001_0028.mp4|001/001_0030.mp4|001/001_0037.mp4
videos/001/001_0021.mp4|videos/001/001_0024.mp4|videos/001/001_0028.mp4|videos/001/001_0030.mp4|videos/001/001_0037.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<001_0021.mp4><001_0024.mp4><001_0028.mp4><001_0030.mp4><001_0037.mp4>Do users have the habit of buying breakfast
A.have
B.have not
C.None
D.None
B
ev_78,ev_83,ev_88,ev_92,ev_108
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000025
1
1
001_0025
001/001_0025.mp4
videos/001/001_0025.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0025.mp4>How many intersections did the user pass through on their way back to school
A.1
B.2
C.3
D.4
A
ev_85
null
The user passed through one intersection on their way back to school
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000026
1
1
001_0027
001/001_0027.mp4
videos/001/001_0027.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0027.mp4>A snack shop visited by a user and a few people
A.1
B.2
C.3
D.4
A
ev_87
null
Snack shop visited by user and one person
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000027
1
1
001_0010,001_0015,001_0017,001_0018,001_0026
001/001_0010.mp4|001/001_0015.mp4|001/001_0017.mp4|001/001_0018.mp4|001/001_0026.mp4
videos/001/001_0010.mp4|videos/001/001_0015.mp4|videos/001/001_0017.mp4|videos/001/001_0018.mp4|videos/001/001_0026.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<001_0010.mp4><001_0015.mp4><001_0017.mp4><001_0018.mp4><001_0026.mp4>During which time period do users usually study in the library
A.Morning
B.noon
C.afternoon
D.evening
D
ev_46,ev_64,ev_72,ev_73,ev_86
null
Users usually study in the library at night
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000028
1
1
001_0030
001/001_0030.mp4
videos/001/001_0030.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0030.mp4>The user went to the park with a few people
A.1
B.2
C.3
D.4
A
ev_96,ev_95
null
The user went to the park and one person
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000029
1
1
001_0035
001/001_0035.mp4
videos/001/001_0035.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0035.mp4>What else did the user do while eating
A.Watching variety shows
B.playing games
C.singing
D.studying
A
ev_104
null
The user also watched a variety show while eating
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000030
1
1
001_0043
001/001_0043.mp4
videos/001/001_0043.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0043.mp4>What drinks did the user buy in the cafeteria
A.Coke
B.Sprite
C.soybean milk
D.sour plum soup
C
ev_123
null
The user bought soybean milk
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000031
1
1
001_0047
001/001_0047.mp4
videos/001/001_0047.mp4
false
cross_view_spatial_reasoning
Cross-View Spatial Reasoning
Level 3: Cascading Reasoning
<001_0047.mp4>What is the location relationship between coffee shops and canteens
A.The coffee shop is outside the cafeteria
B.The coffee shop is inside the cafeteria
C.The coffee shop is next to the cafeteria
D.The coffee shop is upstairs from the cafeteria
B
ev_129
null
The coffee shop is inside the cafeteria
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000032
1
1
001_0048
001/001_0048.mp4
videos/001/001_0048.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0048.mp4>What are users doing on the roadside
A.Waiting for people
B.waiting for cars
C.buying things
D.selling things
B
ev_142
null
Users waiting for taxis by the roadside
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000033
1
1
001_0050
001/001_0050.mp4
videos/001/001_0050.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0050.mp4>The user went to the restaurant with a few people
A.1
B.2
C.3
D.4
D
ev_147
null
The user went to therestaurant and four person
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000034
1
1
001_0052
001/001_0052.mp4
videos/001/001_0052.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0052.mp4>What store is the user in
A.boutique
B.Mobile phone store
C.shoe store
D.cosmetics store
A
ev_149
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000035
1
1
001_0053,001_0054,001_0056,001_0058
001/001_0053.mp4|001/001_0054.mp4|001/001_0056.mp4|001/001_0058.mp4
videos/001/001_0053.mp4|videos/001/001_0054.mp4|videos/001/001_0056.mp4|videos/001/001_0058.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<001_0053.mp4><001_0054.mp4><001_0056.mp4><001_0058.mp4>Speculation on the user's occupation
A.Teacher
B.Principal
C.Security Guard
D.Students
D
ev_151,ev_154,ev_157,ev_160,ev_161
null
The user is a student
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000036
1
1
001_61
001/001_0061.mp4
videos/001/001_0061.mp4
false
procedure_planning
Procedure Planning
Level 3: Cascading Reasoning
<001_0061.mp4>
A.Select style->measure circumference->polish->hammer
B.measure circumference->Select style->polish->hammer
C.polish->measure circumference->Select style->hammer
D.hammer->measure circumference->polish->Select style
A
ev_164
null
The order of making a ring is to choose the style, measure the circumference, polish, and beat
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000037
1
1
001_0062
001/001_0062.mp4
videos/001/001_0062.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0062.mp4>What cartoon character is the plaster doll painted by the user
A.Crayon Shin chan
B.kitty
C.Pleasant Goat
D.Grey Wolf
A
ev_165
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000038
1
1
001_0010,001_0015,001_0017,001_0018,001_0026
001/001_0010.mp4|001/001_0015.mp4|001/001_0017.mp4|001/001_0018.mp4|001/001_0026.mp4
videos/001/001_0010.mp4|videos/001/001_0015.mp4|videos/001/001_0017.mp4|videos/001/001_0018.mp4|videos/001/001_0026.mp4
false
personality_inference
Personality Inference
Level 1: Schema Consolidation
<001_0010.mp4><001_0015.mp4><001_0017.mp4><001_0018.mp4><001_0026.mp4>During which time period do users usually study in the library
A.Morning
B.noon
C.afternoon
D.evening
D
ev_46,ev_64,ev_72,ev_73,ev_86
null
Users usually study in the library at night
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000039
1
1
001_0066
001/001_0066.mp4
videos/001/001_0066.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<001_0066.mp4>How many rooms did the user clean in total
A.1
B.2
C.3
D.4
D
ev_170
null
The user cleaned a total of 4 rooms
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000040
1
1
001_0066
001/001_0066.mp4
videos/001/001_0066.mp4
false
spatial_relation
Spatial Relation
Level 2: Episodic Indexing
<001_0066.mp4>What is the positional relationship between the living room and the kitchen
A.The living room is across from the kitchen
B.The living room is behind the kitchen
C.The living room is in front of the kitchen
D.The living room is on the left side of the kitchen
A
ev_170
null
The living room is across from the kitchen
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000041
1
1
001_0066
001/001_0066.mp4
videos/001/001_0066.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<001_0066.mp4How many bedrooms does the user have in their home
A.1
B.2
C.3
D.4
B
ev_170
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000042
1
1
001_0066
001/001_0066.mp4
videos/001/001_0066.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<001_0066.mp4How many kitchens does the user have in their home
A.1
B.2
C.3
D.4
A
ev_170
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000043
1
1
001_0066
001/001_0066.mp4
videos/001/001_0066.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<001_0066.mp4How many living rooms does the user have in their home
A.1
B.2
C.3
D.4
A
ev_170
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000044
1
1
001_0066
001/001_0066.mp4
videos/001/001_0066.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0066.mp4Should users sweep the floor first or mop the floor first when cleaning
A.sweep the floor
B.mop the floor
C.None
D.None
A
ev_170
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000045
1
1
001_0069
001/001_0069.mp4
videos/001/001_0069.mp4
false
self_localization
Self-Localization
Level 2: Episodic Indexing
<001_0069.mp4>Where are the users at 06:30
A.Supermarket
B.restaurant
C.hair salon
D.office
C
ev_173
null
06:30 User at hair salon
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000046
1
1
001_0071
001/001_0071.mp4
videos/001/001_0071.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0071.mp4>What floor is the user's home on
A.5
B.6
C.7
D.8
C
ev_176
null
The user's home is on the 7th floor
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000047
1
1
001_0072
001/001_0072.mp4
videos/001/001_0072.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0072.mp4>What ball is the user playing
A.Badminton
B.basketball
C.volleyball
D.keyboard badminton
A
ev_177
null
Users are playing play badminton
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000048
1
1
001_78
001/001_0078.mp4
videos/001/001_0078.mp4
false
procedure_planning
Procedure Planning
Level 3: Cascading Reasoning
<001_0078.mp4>What are the steps to make dumplings
A.put the filling->fold it in half-> wrap it up->Pick up the dumpling wrapper
B.Pick up the dumpling wrapper-> fold it in half-> put the filling->wrap it up
C.Pick up the dumpling wrapper-> put the filling->fold it in half-> wrap it up
D.Pick up the dumpling wrapper-> put the filling-> wrap it up->fold it in half
D
ev_185
null
null
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000049
1
1
001_0071
001/001_0071.mp4
videos/001/001_0071.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<001_0071.mp4>What floor is the user's home on
A.5
B.6
C.7
D.8
C
ev_176
null
The user's home is on the 7th floor
worker_05
2025-12-6
accepted
global_json_list
egomonth_qa_000050
2
2
002_0001
002/002_0001.mp4
videos/002/002_0001.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<002_0001.mp4>where is the bike
A.bathroom
B.dormitory
C.corridor
D.outside
C
null
null
Bike in the corridor
worker_02
2025-12-09
accepted
global_json_list
egomonth_qa_000051
2
2
002_0001
002/002_0001.mp4
videos/002/002_0001.mp4
false
event_counting
Event Counting
Level 3: Cascading Reasoning
<002_0001.mp4>how many times have walked down the corridor
A.2
B.3
C.4
D.5
A
null
null
walked down the corridor for 2 times
worker_02
2025-12-09
accepted
global_json_list
egomonth_qa_000052
2
2
002_0001
002/002_0001.mp4
videos/002/002_0001.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0001.mp4>What did I do before washing face?
A.Turned off the TV
B.Picked up the keys
C.Brushing teeth
D.Washing clothes
C
null
null
Before washing face, I brushed my teeth.
worker_02
2025-12-09
accepted
global_json_list
egomonth_qa_000053
2
2
002_0002
002/002_0002.mp4
videos/002/002_0002.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0002.mp4>What is the color of the liquid?
A.Blue
B.Green
C.Pink
D.Red
C
null
null
The color of the liquid is pink.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000054
2
2
002_0002
002/002_0002.mp4
videos/002/002_0002.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<002_0002.mp4>How many floors did I went down and reached the outdoor area?
A.1
B.5
C.2
D.3
C
null
null
I went down 2 floors and reached the outdoor area.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000055
2
2
002_0002
002/002_0002.mp4
videos/002/002_0002.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0002.mp4>Which food did I finally discard?
A.sausage
B.omelette
C.soymilk
D.bread
C
null
null
I throw the soymilk into the bin.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000056
2
2
002_0002
002/002_0002.mp4
videos/002/002_0002.mp4
false
event_time
Event Time
Level 2: Episodic Indexing
<002_0002.mp4>When do I open my computer?
A.7:47
B.8:47
C.9:47
D.10:47
B
null
null
I open my computer at 8:47.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000057
2
2
002_0003
002/002_0003.mp4
videos/002/002_0003.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0003.mp4>What is the color of the curtain?
A.Blue
B.Green
C.Pink
D.Red
B
null
null
The color of the curtain is green.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000058
2
2
002_0003
002/002_0003.mp4
videos/002/002_0003.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0003.mp4>When do I turn on the tablet computer?
A.12:03
B.12:13
C.12:23
D.12:33
B
null
null
The time I opened the tablet computer is 12:13.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000059
2
2
002_0003
002/002_0001.mp4|002/002_0003.mp4
videos/002/002_0001.mp4|videos/002/002_0003.mp4
false
event_counting
Event Counting
Level 3: Cascading Reasoning
<002_0001.mp4><002_0003.mp4>How many times have I been to the water room?
A.1
B.2
C.3
D.4
B
null
null
I have been to the water room twice.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000060
2
2
002_0003
002/002_0003.mp4
videos/002/002_0003.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0003.mp4>What software did I finally open?
A.Rednote
B.Drawing
C.QQ
D.Office
B
null
null
I finally opened the Drawing software.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000061
2
2
002_0004
002/002_0004.mp4
videos/002/002_0004.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0004.mp4>What is my lunch?
A.Noodles
B.Pasta
C.Rice
D.Potato
A
null
null
I ate noodles for lunch.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000062
2
2
002_0004
002/002_0004.mp4
videos/002/002_0004.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0004.mp4>What do I use to press the instant noodles?
A.Tablet PC
B.Book
C.Phone
D.Board
A
null
null
I use a tablet PC to press the instant noodles.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000063
2
2
002_0004
002/002_0004.mp4
videos/002/002_0004.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0004.mp4>What did I have for lunch?
A.Folks
B.Chopsticks
C.Spoon
D.Fork
A
null
null
I use chopsticks to eat the instant noodles.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000064
2
2
002_0004
002/002_0004.mp4
videos/002/002_0004.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0004.mp4>Finally, what color were the pants I wore?
A.Navy blue
B.Black
C.White
D.Red
C
null
null
I wore white pants finally.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000065
2
2
002_0005
002/002_0005.mp4
videos/002/002_0005.mp4
false
spatial_relation
Spatial Relation
Level 2: Episodic Indexing
<002_0005.mp4>Is the light on when I was brushing my teeth?
A.Yes
B.No
C.Not given
D.Confused
B
null
null
I brushed my teeth and washed the face with no lights on.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000066
2
2
002_0005
002/002_0005.mp4|002/002_0004.mp4|002/002_0003.mp4|002/002_0002.mp4|002/002_0001.mp4
videos/002/002_0005.mp4|videos/002/002_0004.mp4|videos/002/002_0003.mp4|videos/002/002_0002.mp4|videos/002/002_0001.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<002_0005.mp4><002_0004.mp4><002_0003.mp4><002_0002.mp4><002_0001.mp4>What do I usually do in the morning?
A.Have breakfast
B.Getting water
C.Play games
D.Sleep
B
null
null
I usually get water in the morning.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000067
2
2
002_0005
002/002_0005.mp4
videos/002/002_0005.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0005.mp4>How many floors did I go up to get the water?
A.2
B.1
C.0
D.3
B
null
null
I went up 1 floor to get the water.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000068
2
2
002_0006
002/002_0006.mp4
videos/002/002_0006.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0006.mp4>How many floors did I go up to get the water?
A.2
B.1
C.0
D.3
B
null
null
I went up 1 floor to get the water.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000069
2
2
002_0006
002/002_0006.mp4
videos/002/002_0006.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<002_0006.mp4>How many floors did I went down and reached the outdoor area?
A.1
B.5
C.2
D.4
C
null
null
I went down 2 floors and reached the outdoor area.
worker_02
2025-12-10
accepted
global_json_list
egomonth_qa_000070
2
2
002_0007
002/002_0007.mp4
videos/002/002_0007.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<002_0007.mp4>where are the clothes
A.balcony
B.bathroom
C.classroom
D.corridor
A
null
null
Clothes are on the balcony
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000071
2
2
002_0007
002/002_0007.mp4
videos/002/002_0007.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0007.mp4>what color is the water dispenser
A.grey
B.red
C.blue
D.white
A
null
null
The water dispenser is grey
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000072
2
2
002_0007
002/002_0007.mp4
videos/002/002_0007.mp4
false
direction_judgement
Direction Judgment
Level 3: Cascading Reasoning
<002_0007.mp4>After going upstairs, do I turn left or right?
A.downstair
B.upstair
C.right
D.left
C
null
null
I turn right after going upstairs
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000073
2
2
002_0007
002/002_0007.mp4
videos/002/002_0007.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0007.mp4>what color is the broom
A.grey
B.red
C.blue
D.white
A
null
null
The broom is grey
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000074
2
2
002_0007
002/002_0007.mp4
videos/002/002_0007.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0007.mp4>where is the broom
A.balcony
B.bathroom
C.classroom
D.corridor
A
null
null
The broom is on the balcony
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000075
2
2
002_0007
002/002_0007.mp4|002/002_0003.mp4
videos/002/002_0007.mp4|videos/002/002_0003.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<002_0007.mp4><002_0003.mp4>What type of software do I most frequently open on the tablet?
A.social
B.entertainment
C.education
D.system
A
null
null
I often open social apps like WeChat and QQ.
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000076
2
2
002_0007
002/002_0007.mp4
videos/002/002_0007.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0007.mp4><002_0003.mp4What kind of staple food did I have for lunch?
A.Rice
B.Noodles
C.Dumpling
D.Steak
A
null
null
I have rice for lunch.
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000077
2
2
002_0008
002/002_0008.mp4
videos/002/002_0008.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0008.mp4>What was I doing at the beginning?
A.Doing nothing
B.Jumping
C.Studying
D.Playing games
A
null
null
I did nothing in the beginning
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000078
2
2
002_0008
002/002_0008.mp4
videos/002/002_0008.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0008.mp4>What do I use to mend the clothes?
A.Marker
B.Needle
C.scissor
D.knife
A
null
null
I use a marker to mend the clothes
worker_02
2025-12-11
accepted
global_json_list
egomonth_qa_000079
2
2
002_0009
002/002_0009.mp4|002/002_0008.mp4|002/002_0007.mp4
videos/002/002_0009.mp4|videos/002/002_0008.mp4|videos/002/002_0007.mp4
false
event_counting
Event Counting
Level 3: Cascading Reasoning
<002_0009.mp4><002_0008.mp4><002_0007.mp4>How many times has the green-pink bicycle in the video been moved?
A.0
B.2
C.4
D.6
A
null
null
The bike has not been moved till now
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000080
2
2
002_0009
002/002_0009.mp4
videos/002/002_0009.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0009.mp4>What did I have for breakfast?
A.Sausage
B.Omelette
C.Soymilk
D.All above
D
null
null
For breakfast, I had sausages, fried eggs and soy milk.
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000081
2
2
002_0009
002/002_0009.mp4
videos/002/002_0009.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0009.mp4>What is the color of my towel?
A.Red
B.Grey
C.Black
D.Green
D
null
null
My towel is green.
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000082
2
2
002_0010
002/002_0010.mp4
videos/002/002_0010.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0010.mp4>What is the color of my broom?
A.Red
B.Grey
C.Black
D.Green
B
null
null
My broom is grey.
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000083
2
2
002_0010
002/002_0010.mp4
videos/002/002_0010.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0010.mp4>How do I take the medicine?
A.Swallow directly
B.Swallow it with water.
C.Mash into powder
D.I don't take medicine.
B
null
null
I swallow my medicine with water.
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000084
2
2
002_0010
002/002_0010.mp4|002/002_0009.mp4|002/002_0008.mp4
videos/002/002_0010.mp4|videos/002/002_0009.mp4|videos/002/002_0008.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<002_0010.mp4><002_0009.mp4><002_0008.mp4>Which of the following places has never appeared in my videos?
A.Dormitory
B.Classroom
C.Balcony
D.Dining hall
B
null
null
I have never gone to classrooms in my video.
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000085
2
2
002_0010
002/002_0010.mp4
videos/002/002_0010.mp4
false
habit_inference
Habit Inference
Level 1: Schema Consolidation
<002_0010.mp4>How many times have I folded the quilt in this video?
A.1
B.2
C.3
D.4
A
null
null
This is my only time folding my quilt in my video.
worker_02
2025-12-12
accepted
global_json_list
egomonth_qa_000086
2
2
002_0011
002/002_0011.mp4
videos/002/002_0011.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0011.mp4>What is the color of my phonecase?
A.Red
B.Grey
C.Black
D.Blue
D
null
null
My phonecase is blue.
worker_02
2025-12-13
accepted
global_json_list
egomonth_qa_000087
2
2
002_0012
002/002_0012.mp4
videos/002/002_0012.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0012.mp4>What message did I sent in the Group Chat?
A.We are having meal
B.We are playing games
C.We are studying
D.We are back
D
null
null
I sent We are back in the Group Chat.
worker_02
2025-12-13
accepted
global_json_list
egomonth_qa_000088
2
2
002_0012
002/002_0012.mp4
videos/002/002_0012.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<002_0012.mp4>What color is my trunk?
A.Green
B.Blue
C.Red
D.Black
D
null
null
My trunk is black.
worker_02
2025-12-13
accepted
global_json_list
egomonth_qa_000089
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<003_0001.mp4>where is the fire extinguisher
A.living_room
B.bathroom
C.None
D.None
A
null
null
Fire extinguisher in the living room
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000090
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
temporal_ordering
Temporal Ordering
Level 2: Episodic Indexing
<003_0001.mp4> When to stop brushing your teeth
A.2:34
B.00:47
C.3:00
D.None
C
ev_01
null
Stop brushing your teeth and washing your face at 3:00.
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000091
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<003_0001.mp4>What color is the mineral water bottle on the bedside table?
A.Green
B.Red
C.Blue
D.None
A
null
null
4:10 the mineral water bottle on the bedside table is green.
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000092
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
detail_retrieval
Detail Retrieval
Level 2: Episodic Indexing
<003_0001.mp4>What did I do before leaving home?
A.Turned off the TV
B.Picked up the keys
C.do the laundry
D.None
C
ev_02
null
Before leaving home, I did the laundry.
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000093
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
object_counting_global
Object Counting
Level 3: Cascading Reasoning
<003_0001.mp4>How many rooms are there in total?
A.2
B.3
C.4
D.None
A
null
null
There are two rooms in total: bathroom and living room.
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000094
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
temporal_ordering
Temporal Ordering
Level 2: Episodic Indexing
<003_0001.mp4>What did I do after throwing away the trash?
A.Organizing shoes
B.do the laundry
C.Brushing teeth and washing face
D.None
A
ev_03|ev_04
null
After throwing away the trash, I organized shoes.
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000095
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
<003_0001.mp4>where is the fan
A.living_room
B.bathroom
C.None
D.None
A
null
null
Fan in the living room
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000096
3
3
003_0001
003/003_0001.mp4
videos/003/003_0001.mp4
false
route_reasoning
Route Reasoning
Level 3: Cascading Reasoning
<003_0001.mp4>What is the order of the following actions performed by the user
A.organizing shoes -> organizing sofa -> slicing bread -> toasting bread -> blowing fan
B.slicing bread -> toasting bread -> blowing fan -> organizing shoes -> organizing sofa
C.blowing fan -> toasting bread -> slicing bread -> organizing sofa -> organizing shoes
D.None
A
ev_04|ev_05|ev_06|ev_07|ev_08
null
The user first organized shoes, then organized the sofa, sliced bread, toasted bread, and finally blew the fan.
worker_09
2025-11-15T12:00:00
accepted
global_json_list
egomonth_qa_000097
3
3
003_0002
003/003_0002.mp4
videos/003/003_0002.mp4
false
event_time
Event Time
Level 2: Episodic Indexing
When did the person turn off the fan in <003_0002.mp4>?
A.02:13-02:16
B.00:50-01:50
C.03:23-03:55
D.01:00-02:00
A
ev_11
null
The person turned off the fan at 02:13-02:16.
worker_10
2025-12-08T10:00:00
accepted
global_json_list
egomonth_qa_000098
3
3
003_0002
003/003_0002.mp4
videos/003/003_0002.mp4
false
object_location
Object Location
Level 2: Episodic Indexing
Where is the mirror located in <003_0002.mp4>?
A.Above the table in the living room
B.Next to the entrance door in the living room
C.Next the bed
D.In the bathroom
A
null
null
The mirror is located above the table in the living room.
worker_10
2025-12-08T10:00:00
accepted
global_json_list
egomonth_qa_000099
3
3
003_0002
003/003_0002.mp4
videos/003/003_0002.mp4
false
event_counting
Event Counting
Level 3: Cascading Reasoning
How many events occurred in total in <003_0002.mp4>?
A.3
B.2
C.4
D.1
A
ev_10|ev_11|ev_12
null
There are three events in total: Using the mirror, Turning off the fan, and Waiting for the elevator.
worker_10
2025-12-08T10:00:00
accepted
global_json_list
egomonth_qa_000100
3
3
003_0003
003/003_0003.mp4
videos/003/003_0003.mp4
false
event_time
Event Time
Level 2: Episodic Indexing
<003_0003.mp4>When did the person watch the projector?
A.1:30-2:55
B.0:54-1:07
C.2:45-3:00
D.1:20-1:30
A
ev_13
null
The person watched the projector from 1:30 to 2:55.
worker_11
2025-12-08T11:00:00
accepted
global_json_list
End of preview. Expand in Data Studio

EgoMonth Dataset

Overview

EgoMonth is a large-scale egocentric video question answering dataset collected from wearable cameras.

Tasks

  • Visual Question Answering
  • Temporal reasoning
  • Spatial reasoning
  • Long-term reasoning

Dataset Structure

  • annotations/: Contains structured annotation files organized as:

    • global_json_list/: full-scale annotations for the complete dataset, including:
      • question-answer (QA) pairs
      • place annotations (scene/location labels)
      • object annotations (entity-level labels)
      • event annotations (temporal event segments)
    • sample_json_list/: annotations corresponding only to the publicly hosted sample videos subset
  • videos/: A curated small subset of representative sample videos for quick preview, validation, and benchmarking.

  • scripts/: Benchmark and reproducibility scripts for evaluating multimodal models on EgoMonth, including:

    • some baseline inference scripts
    • evaluation scripts
    • model integration examples
  • full videos: Full-scale raw videos are hosted externally due to storage constraints.

Benchmarking

We provide baseline scripts for evaluating multimodal large models on EgoMonth, including video understanding and long-horizon reasoning tasks.

Ethics

Data collected with consent. Intended for research only.

Bias & Limitations

The dataset may exhibit several sources of bias and limitation:

  • Geographic bias: data collection is restricted to specific regions and environments, which may limit cultural and environmental diversity.
  • Socio-demographic bias: participant backgrounds and social identities may not fully represent broader populations.
  • Perspective limitation: as an egocentric (first-person) dataset, recordings are inherently constrained by the camera wearer’s field of view, leading to partial observability, occlusions, and motion blur.
  • Activity bias: the dataset primarily captures daily activities and may underrepresent rare, professional, or highly specialized tasks.
  • Recording variability: differences in camera hardware, motion, and lighting conditions may affect visual consistency.

These factors may affect the generalizability of models trained or evaluated on this dataset.

Access

Full dataset available via external storage.

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