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0
How many of the cavitation beauty machines shown across different segments of the video use cavitation ultrasonic technology?
3
media/0039.mp4
1
128
count
easy
3
Products & Tech
1
Across the segment shown, among the brands of all visible performance vehicles, how many of these vehicle brands have parent companies headquartered in Europe?
3
media/0168.mp4
1
128
count
medium
6
Business
2
In the video showing a home Hindu puja, one segment shows a closeup of part of the puja altar with figurines and offerings, while another shows the full altar with offerings placed on the floor in front. How many of the visible deity statues and ritual offering items shown are symbolic of prosperity according to Hindu ...
3
media/0231.mp4
1
120
count
easy
3
Culture & Nature
3
In the video, three landmarks are shown across different segments: a round-topped observation tower and a red brick low-rise building in an opening skyline shot, and an angular uniquely shaped building in a later street intersection shot. How many of these three landmarks are located in Dallas, Texas?
3
media/0233.mp4
1
128
count
easy
3
Geography
4
In the video, how many of the small cows visible in the segment with red and blue text overlaid on the footage were developed by the leader of the featured miniature cow breeding program?
3
media/0043.mp4
1
128
count
easy
3
People & Arts
5
Among the football teams listed in the Premier League standings sections visible across the video, how many were founded before the year 1885?
3
media/0155.mp4
1
128
count
easy
3
Culture & Nature
6
In the video, how many of these visible edible products are suitable for a vegetarian diet: the red spice package, the purple bag of cooking salt, and the cooked brown legume dish?
3
media/0289.mp4
1
128
count
easy
3
Products & Tech
7
How many of the branded organizational logos visible across the video footage belong to organizations that are based in the United States?
4
media/0136.mp4
1
128
count
easy
4
Business
8
In the shown video segment, how many distinct types of championship competitions has the first quarterfinal winner of the tournament won by the luchador with the black and white mask in the large main video call feed achieved success in?
3
media/0254.mp4
1
128
count
easy
3
People & Arts
9
Throughout the video, we see multiple distinct resort landmarks and tourism business signs, including building signage over a street, a plaza fountain with adjacent white buildings, and a promotional sign at a marina. How many of these are located in Sousse, Tunisia?
4
media/0031.mp4
1
128
count
medium
4
Geography
10
In the video, one segment shows a red-haired male character with a red text overlay nearby, and another segment shows a young man wearing a straw hat. Among all distinct pirate captain characters shown in the full video, how many are current members of the Four Emperor?
3
media/0221.mp4
1
128
count
medium
4
People & Arts
11
In the footage, distinct landmarks including a paved plaza with small white blue-roofed guard booths, a blue and white striped flag on a classical building roof, and a large neoclassical building fronting a plaza are shown. How many of these landmarks are officially located in Athens, Greece?
4
media/0147.mp4
1
128
count
easy
4
Geography
12
In the video showing the white rally car with red and blue side stripes, how many of the sponsor logos visible on the car's body are headquartered in Italy?
3
media/0096.mp4
1
72
count
easy
3
Business
13
During the segment shown, highway signs marking named populated places are visible at different points along the route. How many of these named places have a population of at least 25,000?
3
media/0010.mp4
1
128
count
easy
3
Geography
14
In the video, four distinct named entities appear: the speaker in the interview clip, the academic journal on the title card, the 1963-2010 rule period reference, and the publishing research center. How many are primarily associated with Syria?
3
media/0166.mp4
1
128
count
medium
5
Geography
15
In the video that shows a light gray four-door pickup truck in a parking lot from multiple angles, how many of the visible vehicles and vehicle component objects are manufactured by General Motors?
3
media/0076.mp4
1
128
count
medium
4
Business
16
How many pieces of jewelry shown in the video feature Goddess Lakshmi as their primary decorative motif? The pieces shown include an oval gold pendant with a red stone center and clear stone rim, a multi-strand red beaded necklace with gold filigree details, and a large ornate gold temple pendant set with pink stones.
3
media/0239.mp4
1
128
count
easy
3
Culture & Nature
17
In the shown video segment, we see a staged folk performance event, a folk theater performer in elaborate ritual costume, and a mythological costumed folk theater performer. How many of their corresponding entities are associated with locations in Karnataka, India?
3
media/0047.mp4
1
128
count
easy
4
Geography
18
How many required fields are there on the sign up form of the affiliated office of the real person that the shirtless white-haired elderly male animated character shown in the video is based on?
3
media/0006.mp4
1
128
count
medium
5
People & Arts
19
In the video, four on-screen locations are shown: a festive daytime amusement park street with red bell decor, a small lit white chapel, a two-story retail store marked 'Emporium', and an attraction with purple signage next to red lit trees. How many of these four locations are situated in Tennessee?
4
media/0014.mp4
1
128
count
medium
4
Geography
20
Across the segments shown in the video, multiple core Solana ecosystem product labels are visible on webpages and a code editor interface. How many of these products are officially designed for use with the Solana blockchain?
4
media/0253.mp4
1
128
count
easy
4
Products & Tech
21
In the video, one segment shows a large set of lit temporary pitched tents at night, another moment shows a dry straw-covered event site, both part of a temporary religious gathering tent city. How many of these visible tent city structures are located in Prayagraj?
3
media/0243.mp4
1
128
count
easy
3
Geography
22
Throughout the shown video segment, multiple NFL trading cards are displayed, each with a distinct team logo. How many of the teams corresponding to these logos were founded in or before 1970?
3
media/0110.mp4
1
128
count
medium
4
Culture & Nature
23
In the opening credits of this trailer, how many of the cast members whose names appear on the text overlays over the mirrored tree canopy background were born in the United States?
3
media/0171.mp4
1
128
count
easy
3
People & Arts
24
In the video, three landmarks are shown across different moments: a white church with golden domes viewed from a bus, a large furry prehistoric elephant model in a museum, and a snow-covered outdoor path in the cold region introduced at the start. How many of these three landmarks are located in the world's coldest cit...
3
media/0088.mp4
1
128
count
medium
4
Geography
25
During the special report segment, signage for South Korean higher education-affiliated institutions or their associated hospitals are shown: a circular blue emblem on glass, large rooftop signage, and an emblem on a white high-rise. How many of these corresponding institutions are located in Seoul?
3
media/0288.mp4
1
128
count
easy
3
Geography
26
In the shown ring ceremony vlog footage, how many of the visible gold hand chain accessories are made of Kundan, Polki and Zircons?
3
media/0220.mp4
1
128
count
easy
3
Products & Tech
27
In the video, an elevated public walkway, a tiered copper-colored honeycomb stepped structure, and a square sunken black waterfall memorial pool are visible. How many of these public landmark structures first opened to the public after the year 2000?
3
media/0283.mp4
1
128
count
easy
3
Culture & Nature
28
Across the segments shown in the video, several grocery items are visible. How many of these items are sold by an employee-owned supermarket chain?
3
media/0264.mp4
1
128
count
easy
4
Business
29
In the video, one segment shows a man driving a modern luxury SUV, and another shows him viewing vintage off-road vehicles in a park. How many of the visible off-road vehicle brands shown across the footage are ultimately owned by Tata Motors?
3
media/0035.mp4
1
128
count
medium
5
Business
30
In the video, among the distinct core Christian entities referenced on the printed posters on the wall behind the speaking man in the indoor scene, how many have a directly associated count attribute with a value greater than 7?
3
media/0256.mp4
1
128
count
easy
3
Culture & Nature
31
In the ranked film list segments shown in the video, how many of the visible Muni/Kanchana franchise film titles have horror as a core element of their genre?
3
media/0154.mp4
1
128
count
easy
3
People & Arts
32
In the shown video segment, three different cycling team support cars appear at separate moments: a dark support car with a roof rack full of bicycles, a white, blue and orange station wagon support car with an empty bike rack, and a dark grey support car with a white wavy hood logo and bikes on its roof. How many of t...
3
media/0290.mp4
1
128
count
easy
3
Business
33
In the video, how many of the towns named on the white directional road sign next to the stopped red convertible car are located within Dorset county?
3
media/0210.mp4
1
128
count
easy
3
Geography
34
In the footage, distinct luxury car brands are visible across different scenes. How many of these brands were founded before 1920?
3
media/0204.mp4
1
128
count
easy
3
Business
35
During the store tour segment shown in the video, multiple classic candy brands are displayed across different merchandise shelves. How many of these displayed candy brands were first introduced in or before 1936?
4
media/0078.mp4
1
128
count
easy
4
Products & Tech
36
How many of the distinct energy drink cans marked with a claw-style M logo shown throughout the video are zero-sugar variants?
4
media/0276.mp4
1
128
count
easy
4
Products & Tech
37
In the footage, three different cycling team support cars appear at different segments: a dark car with bicycles on its roof, a white/blue/orange station wagon with empty bike roof rack, and a dark grey car with a white curved hood mark carrying bicycles on its roof. How many of these cars belong to organizations based...
3
media/0290.mp4
1
128
count
easy
3
Business
38
Across the footage, multiple branded vehicles and a branded tire are shown. Among all these visible vehicle and tire brands, how many were founded before 1950?
4
media/0209.mp4
1
128
count
medium
5
Business
39
In the video, three monsters are shown: a blue robotic monster holding a spiked mace and curved sword, an orange jester-styled monster holding multiple bladed weapons, and a blue one-eyed giant monster holding a wooden club in a snowy area. How many of these monsters are part of the Dragon Quest franchise?
3
media/0104.mp4
1
128
count
easy
3
People & Arts
40
In the video of the Kardashian-Jenners Christmas celebration, how many of the female attendees shown in the featured group shots have had a direct professional association (as cast member, executive producer, or rising to fame via) with the Keeping Up with the Kardashians reality show?
3
media/0146.mp4
1
128
count
easy
3
People & Arts
41
In the grocery haul video showing items laid out on a kitchen countertop across multiple moments, how many of the displayed grocery items are labeled as gluten-free?
3
media/0148.mp4
1
128
count
easy
3
Products & Tech
42
Across different segments of the video, a pink packaged, dark green bottled, and yellow jarred hair care product are shown. How many of these branded products are recommended for curly hair?
3
media/0142.mp4
1
128
count
easy
4
Products & Tech
43
In the video, among the named territories and U.S. states visible in the Hurricane Lee advisory text and storm map overview materials shown, how many have their capital located within their own territorial borders?
3
media/0003.mp4
1
128
count
medium
7
Geography
44
In the video, several individual side-by-side 2014 and 2024 comparison slides for Doctor Stranger cast members are shown. How many of these featured cast members have a publicly documented date of birth in the reference dataset?
3
media/0232.mp4
1
128
count
easy
3
People & Arts
45
Throughout the footage, multiple green highway directional signs with Polish town names are shown. How many of these towns are located in Małopolska Province?
3
media/0009.mp4
1
128
count
easy
3
Geography
46
In the video, three distinct large marine animals are shown: a large flat wide-fin light gray marine animal, a large dark spotted shark-shaped marine animal, and a brown-shelled marine turtle with black-and-white patterned flippers. How many of these are classified as Vulnerable or higher risk on the IUCN Red List?
3
media/0237.mp4
1
128
count
easy
3
Culture & Nature
47
In the shown fight footage, how many of the sponsors corresponding to the logos visible on the black octagonal fighting cage fence across the segments were founded or launched in 2010 or later?
3
media/0213.mp4
1
128
count
easy
3
Culture & Nature
48
In the video showing different nighttime scenes of a themed amusement park, how many of the visible themed location attractions are owned by The Walt Disney Company?
3
media/0138.mp4
1
128
count
medium
9
Culture & Nature
49
In the video, among the three shortcut icons visible on the displayed browser start page: the green square with white spiral logo, purple square with white stylized text, and orange square with white text, how many of their corresponding services were launched or founded in the 2010s?
3
media/0257.mp4
1
128
count
medium
4
Culture & Nature
50
In the video, multiple sports coupes are shown parked in different moments. How many of these Nissan sports cars use the RB26DETT inline-six twin-turbo engine as their standard powertrain?
3
media/0124.mp4
1
128
count
easy
3
Culture & Nature
51
Among the digital platform and software interfaces or logos visible throughout different segments of the video, how many were initially released or founded before 2018?
3
media/0260.mp4
1
128
count
easy
3
Culture & Nature
52
In the video, multiple hair care products are shown including a pink container held by the presenter, a dark green bottle, and a yellow jar held by the presenter. How many of these products are recommended for use on curly hair?
3
media/0142.mp4
1
128
count
easy
3
Culture & Nature
53
In the video, a curved blue harbor welcome sign is shown early on, a restaurant sign appears in a commercial area at sunset in another moment, and an illuminated residential community entry sign is visible at a dusk intersection in a third segment. How many of these are located in the United States?
3
media/0244.mp4
1
128
count
easy
3
Culture & Nature
54
In the video, three audio effect devices are shown across different segments: a yellow effects pedal in a foam case, a gold effects pedal next to its product box, and a vintage audio unit held by a presenter. How many of these have their standard unit weight specified in official product documentation?
3
media/0019.mp4
1
128
count
easy
3
Culture & Nature
55
Across the video, you see a curved black sportswear logo on a white visor, a text brand logo on a blue tennis court barrier, and a bird emblem on dark green youth team shirts. How many of these visible branded logos belong to organizations founded before 1970?
3
media/0193.mp4
1
128
count
easy
3
Culture & Nature
56
During the special report segment shown in the video, exterior signage of several university and hospital institutions are displayed. How many of these institutions are located in Seoul, South Korea?
3
media/0288.mp4
1
128
count
easy
3
Culture & Nature
57
In the video, how many of the three labelled sections of the Tiwa Garden City development shown in the aerial overview are located in Lagos, Nigeria?
3
media/0268.mp4
1
128
count
medium
4
Culture & Nature
58
Throughout the vlog showing multiple distinct scenes including a checkpoint, nightlife street, restaurant, retail store, and mall plaza, how many of the distinct public location signs (for malls, districts, restaurants, fashion stores) visible across all segments are located in Bangkok?
6
media/0222.mp4
1
128
count
medium
6
Culture & Nature
59
In the segment showing the dark nighttime mushroom-themed Zen Garden, how many of the visible mushroom plants can be upgraded to Gloom-shroom?
3
media/0077.mp4
1
128
count
easy
3
Culture & Nature
60
Across the split screen segments shown in the video, how many of the canonical human-form superhero characters on the left side of each split are confirmed official members of the Avengers superhero team?
3
media/0212.mp4
1
128
count
easy
3
Culture & Nature
61
In the video, one moment shows an in-game control UI overlay, and another shows a ghost investigation checklist that includes a Cold Spots line item. What is the highest maximum player count among the ghost hunting games referenced by these two elements?
5
media/0141.mp4
1
128
multi_anchor_aggregate
medium
2
Culture & Nature
62
Of the two wristwatches shown in the video: the black-faced watch with sponsor markings on its dial shown near the start, and the silver steel band watch with light gray dial and model name text overlay at the frame bottom in a later segment, what is the higher retail price of the two?
5190
media/0242.mp4
1
128
multi_anchor_aggregate
hard
2
Culture & Nature
63
In the video, one segment shows an enclosed gondola Ferris wheel near a waterfall that people are waiting to board, and another segment shows its adjacent snow-covered tourist district. Between the individual adult entry ticket price for this Ferris wheel and the per-person fun pass price for this adjacent district, wh...
39.95
media/0082.mp4
1
128
multi_anchor_aggregate
medium
2
Products & Tech
64
In the opening shot of a modern public waiting area shown in the video, what is the higher suggested retail price of the two air purifier models visible in the frame?
14401
media/0175.mp4
1
128
multi_anchor_aggregate
medium
2
Products & Tech
65
In the video showing an EA FC 24 game menu, what is the founding year of the earlier-established of the two football clubs featured in the pre-set Classic Match matchup visible on screen?
1899
media/0176.mp4
1
128
multi_anchor_aggregate
medium
2
Culture & Nature
66
In the video, two distinct speakers are featured: one is a man in a dark suit speaking in front of a nighttime city skyline, the other is a light-haired man seated in a brown leather armchair. What is the highest number of published books any single one of them has authored?
10
media/0018.mp4
1
128
multi_anchor_aggregate
hard
3
People & Arts
67
In the video, there is a red electric SUV parked on gravel, a light blue SUV displayed at an indoor auto exhibition, and a silver off-road pickup truck driving on a sandy trail. What is the earliest year of first production or launch among these three vehicles?
1968
media/0112.mp4
1
128
multi_anchor_aggregate
hard
3
Products & Tech
68
In the video, two different text labels are shown on a motorcycle tire's sidewall: one is the tire model label and the other is the tire size specification label. What is the longer warranty duration in years of the products associated with these two labels?
6
media/0281.mp4
1
128
multi_anchor_aggregate
hard
3
Products & Tech
69
In the video, two types of traditional embroidered sarees are shown: one is a teal silk saree paired with a matching folded embroidered blouse, and the other is a collection of multi-color folded sarees laid out in a row. What is the higher number of available fabric material options between these two types?
8
media/0072.mp4
1
128
multi_anchor_aggregate
medium
2
Products & Tech
70
For the three pale ring-shaped pastries frying in oil in a pan visible in the video, what is their optimal frying temperature in degrees Fahrenheit?
375
media/0227.mp4
1
128
multi_anchor_aggregate
hard
3
Products & Tech
71
In the video, a peach-colored insulated tumbler with a clear lid is shown in one moment, and a decorative transfer print with text above a progress bar is shown in another. What is the higher of the two listed prices for these items?
3.17
media/0180.mp4
1
128
multi_anchor_aggregate
medium
2
Products & Tech
72
In the shown video segment, what is the maximum seating capacity between the visible palm tree-lined outdoor tennis venue and its primary showcourt?
16100
media/0203.mp4
1
128
multi_anchor_aggregate
medium
2
Geography
73
In the video, two large roller coasters are featured: one seen at its guest queuing area, and another shown with its ride car at the track loading area. What is the higher value of their maximum heights in meters?
77
media/0089.mp4
1
128
multi_anchor_aggregate
medium
2
Geography
74
In the aquarium exhibit footage, two distinct large fish species are visible: one is a long dark fish with orange striped patterning on its scales, and the other is a large dark grey fish near the pebbled tank floor. What is the maximum recorded weight in kilograms of the heavier of these two species?
199.58
media/0060.mp4
1
128
multi_anchor_aggregate
medium
2
Culture & Nature
75
In the video, the family visits two farm attractions. One segment shows a wooden directional activity sign at a property, another shows the family posing at a location where they ate lunch. What is the maximum entrance fee charged by these two farms?
100
media/0029.mp4
1
128
multi_anchor_aggregate
medium
2
Business
76
In one part of the video, small light yellow legumes are poured into a pressure cooker, and in another moment a cooked softened light yellow legume is held up above the cooker. Which of these two legume varieties originated in the Indian subcontinent?
Kabuli Chana (chickpea)
media/0113.mp4
1
128
multi_anchor_aggregate
medium
2
Culture & Nature
77
In the footage, small motorized watercraft carrying people are seen moving across the water. What is the maximum listed product count for this type of watercraft?
965
media/0156.mp4
1
128
multi_anchor_aggregate
hard
4
Products & Tech
78
In the footage, for the football club associated with the blue square white star emblem visible in the corner overlay, what is the larger value between its average full squad age and its average midfielder squad age?
29.1
media/0200.mp4
1
128
multi_anchor_aggregate
medium
2
Business
79
In the video, one split-screen segment shows a woman with a high ponytail and dangling crystal earrings on its left. Another later split-screen segment shows a tattooed man in a dark pinstripe suit on its right. Of these two people, which has the earlier year of birth? Give the year as your answer.
1992
media/0278.mp4
1
128
multi_anchor_aggregate
medium
2
People & Arts
80
In the video, a character wearing silver armor and a helmet is visible. Between the main television series starring this armored character, and the upcoming spinoff film starring this same character and his small green alien companion, what is the longer runtime per release in minutes?
132
media/0201.mp4
1
128
multi_anchor_aggregate
medium
2
People & Arts
81
In the video, what is the height in meters of the taller of the two people posing in wedding attire in the opening promotional segment?
1.8
media/0284.mp4
1
128
multi_anchor_aggregate
hard
2
People & Arts
82
In the video, one part shows a cursive neon text sign above a vertical blue neon sign with star decorations, and another part shows a bright illuminated theater marquee with a movie ad. What is the earlier establishment or opening date between the site referenced by the cursive text sign, and the theater with the displ...
1896-12-16
media/0207.mp4
1
128
multi_anchor_aggregate
hard
4
Geography
83
In the video, you can see a white basketball jersey with number 20 on its back, a gray basketball jersey with number 24 on its back, and an aerial shot of a large sports arena. What is the maximum basketball seating capacity among the home arenas of the teams associated with these two numbered jerseys?
20000
media/0027.mp4
1
128
multi_anchor_aggregate
hard
5
Geography
84
In the video, there is a large potted plant with wide split green leaves next to a tall plant stand by a window. Among this plant, a monstera next to a wall-mounted television, and a monstera above a beige sofa, what is the earliest first taxonomic description year?
1763
media/0130.mp4
1
128
multi_anchor_aggregate
hard
3
Culture & Nature
85
In the video, between the vehicular soccer video game shown during one segment and the small yellow cartoon animal figurine visible on the streamer's desk in another segment, what is the higher employee count of their respective developer companies?
207
media/0037.mp4
1
128
multi_anchor_aggregate
hard
5
Business
86
In the video, green structural sheathing appears in an unfinished indoor space and a red tractor appears at an outdoor construction site. What is the earliest founding year of the parent manufacturing companies for these two items?
1883
media/0128.mp4
1
128
multi_anchor_aggregate
hard
4
Business
87
In one part of the video, an illuminated store sign with partial dark lettering is visible next to street vendor stalls, while in another segment a coastal beach scene with a text overlay appears. What is the larger area value between the region served by the bus service associated with the sign, and the region where t...
525.7
media/0280.mp4
1
128
multi_anchor_aggregate
hard
4
Geography
88
During the segment shown, three brand store signs are visible: one on a light green cart with a scalloped awning, one at the top right of a glass-fronted store with mannequins in its window, and one printed on a pink wall next to a clothing rack. What is the earliest founding year among these three brands?
1854
media/0230.mp4
1
128
multi_anchor_aggregate
hard
3
Business
89
Throughout the video, three different crypto tokens appear as source or destination in the shown swap examples. What is the earliest launch year of any of these three tokens?
2009
media/0198.mp4
1
128
multi_anchor_aggregate
hard
3
Products & Tech
90
In the video, a wooden informational sign is visible at a hiking trailhead advertising a mountain hut, and later the corresponding mountain chalet is shown on a snowy hillside. What is the higher elevation value between this hut and the highest peak of the mountain range it is situated on?
2110
media/0270.mp4
1
128
multi_anchor_aggregate
hard
4
Geography
91
In the video, among the first shown blue board game box, the board game with a purple-haired elderly woman cartoon on its packaging, and the plumber-themed board game in the product collage, what is the lowest recommended minimum age?
4
media/0137.mp4
1
128
multi_anchor_aggregate
hard
3
Products & Tech
92
In the shown video segment, what is the largest numeric value among the annual production volume, maximum towing capacity, and fuel tank capacity of the model of the visible silver sedan?
404515
media/0272.mp4
1
128
multi_anchor_aggregate
hard
3
Products & Tech
93
In the video, one part shows a mission announcement title card, and another moment shows a dark sedan parked behind a white SUV at a covered building entrance. Between the partner organization named in the announcement text and the manufacturer of that dark sedan, what is the earlier founding year of their respective o...
1907
media/0273.mp4
1
128
multi_anchor_aggregate
hard
3
Business
94
In the video, one segment shows a light blue ruffled succulent in a red rectangular planter, and another segment shows a light green succulent with pink leaf edges. What is the largest maximum rosette diameter in centimeters between these two succulents?
30
media/0139.mp4
1
128
multi_anchor_aggregate
medium
2
Culture & Nature
95
In the video, one part shows a light pink salamander-shaped decorative cutout on an indoor party table, and another part shows a pink salamander-shaped party object at a nighttime outdoor gathering. What is the earliest founding year of the major Amazon-owned subsidiaries associated with these two salamander-shaped piñ...
1924
media/0259.mp4
1
128
multi_anchor_aggregate
hard
6
Business
96
In the video, one segment shows distinctive tilted cube-shaped residential buildings, while another shows a white asymmetrical cable-stayed bridge spanning a river. What is the completion year of the later completed of these two structures?
1996
media/0277.mp4
1
128
multi_anchor_aggregate
medium
2
Geography
97
During the Fox News segment shown in the video, two public figures are featured: one is a suit-wearing news anchor in a studio clip, and the other is a man in a light yellow uniform in an older interview clip. What is the date of birth of the older of these two people?
1941-10-09
media/0111.mp4
1
128
multi_anchor_aggregate
medium
2
People & Arts
98
In the video, what is the earlier founding date between the majority owner of the developer of the game played by the player whose username is shown on the leftmost pre-match team select card, and the developer of the game that the small cat-like support playable character belongs to?
1998-11-11
media/0251.mp4
1
128
multi_anchor_aggregate
hard
7
Business
99
During the segment shown, between the baseball player on an overlaid meme poster and the bored character in the inset sitcom clip, what is the earlier date of birth of the two?
1964-07-24
media/0098.mp4
1
128
multi_anchor_aggregate
medium
2
People & Arts
End of preview. Expand in Data Studio

OneSearch-Video

OneSearch-Video contains 307 visual question-answer pairs over 293 silent videos. The distributed MP4 files play at 1 FPS. Each playback second represents one ordered frame slot in the benchmark input. This is the playback rate of the sampled sequence, not a claim that the source footage was sampled once per second.

Files

README.md
prepare.py
extract_frames.py
test.jsonl
media.jsonl
frames.jsonl
alignment.json
media/
  0000.mp4
  ...
runtime/frames/
  0000/frame_000.png
  ...

Videos are distributed in video-00001.zip. Original-resolution tool frames are distributed separately in video-frames-*.zip. Extract both the video archive and every frame archive into this directory, preserving their paths. Each archive is at most 10 GB (10,000,000,000 bytes). The PNGs preserve the annotation images exactly, including their original resolution and file bytes. They are not decoded from the smaller MP4s.

From the distribution directory:

unzip video-00001.zip
for archive in video-frames-*.zip; do unzip "$archive"; done

test.jsonl has one record per question:

Field Meaning
id Stable sample ID, represented as a string
question Question given to the model
answer Reference answer for evaluation; not an actor input
video MP4 path relative to this dataset directory
fps Playback rate, always 1
n_frames Number of frames in the released MP4
structure Question structure
difficulty Difficulty label
num_hops Annotated reasoning hop count
knowledge_domain Knowledge category

Multiple questions may reference the same video. media.jsonl contains one entry per unique MP4 with its relative path, byte size, frame count, playback rate and encoded dimensions. frames.jsonl maps each video path to its ordered original-resolution PNGs, with relative paths, frame indices, byte sizes and image dimensions. alignment.json records the scope and results of the frame correspondence checks.

The checks cover all 307 QA records, 565 annotated target-frame references, 293 videos and 37,354 PNGs. Annotation frame indices match their source-frame mapping. Encoding the ordered reference PNGs reproduces 253 MP4s byte for byte; the other 40 videos pass per-frame visual correspondence checks against all candidate frame slots. See alignment.json for the comparison method and tolerances. All distributed PNGs are byte-identical to their reference files.

Optional MP4 frame extraction

The benchmark uses the distributed original-resolution PNGs. For inspection, extract_frames.py can also decode frames from the MP4 files:

python extract_frames.py
python extract_frames.py --video media/0000.mp4
python extract_frames.py --output-dir ./decoded_frames --workers 4

These diagnostic frames go to runtime/decoded_frames/<video_id>/ by default. The script preserves the MP4 frame order and encoded dimensions, which can be smaller than the benchmark PNG dimensions. It refuses to write to the official runtime/frames/ tree. MP4-decoded images must not replace the original-resolution benchmark images. No API key or network access is needed for extraction.

Prepare inference inputs

Requirements: Python 3.9 or newer, ffmpeg and ffprobe on PATH. The loader uses the Python standard library and makes no model or judge calls.

After extracting both kinds of media archives, check all videos and PNGs:

python prepare.py --verify-only

Expose this entire dataset directory through an HTTP(S) media server reachable by the inference backend. Set MEDIA_BASE_URL to its URL, then run:

python prepare.py --media-base-url "$MEDIA_BASE_URL"

The loader checks each MP4 byte size, stream layout, playback rate and frame count, then checks the existing original-resolution PNG filenames, sequence, byte sizes and dimensions against frames.jsonl. It does not decode, resize, replace or regenerate the benchmark images. Missing or mismatched frame files cause an error instead of falling back to MP4 decoding.

The generated files are:

  • runtime/video.csv: index,question,answer for inference and evaluation.
  • runtime/video_manifest.jsonl: the video and ordered frame URLs for tools. The media server must also expose runtime/frames/, populated by extracting the frame archives. The loader does not generate these PNGs.

For every sample, case_id equals its id; n_frames equals the number of frame_urls; frame_indices is 0..n_frames-1; grid_fps is 1.0; duration is n_frames playback seconds. Frame slot i refers to the frame at playback time i seconds. A time span [a, b) uses slots a through b-1. The manifest contains no answers, annotations or source-video metadata.

From the OneSearch-VL code repository, with DATA_ROOT pointing to this dataset:

python onesearch_vl/run_infer_video.py \
  --model 8b --checkpoint /models/your-checkpoint \
  --csv "$DATA_ROOT/runtime/video.csv" \
  --manifest "$DATA_ROOT/runtime/video_manifest.jsonl" \
  --output-dir outputs/onesearch_video

bash onesearch_vl/run_eval.sh video \
  --csv "$DATA_ROOT/runtime/video.csv" \
  --traj_dir outputs/onesearch_video

Configure inference, search and evaluation credentials in the code repository before running those commands. Only the question and visual media are actor inputs. Reference answers are used by the evaluator. Audio, source timestamps, source URLs and video metadata are not supplied as evidence.

The MP4 overview and the PNG tool inputs represent the same ordered frame sequence. The MP4 is scaled and compressed; the PNGs retain the annotation images' resolution for object crops and visual search. Frame slot i in the video maps to frame_i in the PNG sequence. A correspondence check does not establish the semantic correctness or answerability of every QA sample. No model evaluation results are included in this package.

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