Datasets:

xxayt
/

LVOmniBench

video_id stringlengths 7 9	question_id int64 0 1.01k	video_category stringclasses 6 values	sub_category stringclasses 21 values	duration stringlengths 5 8	question_type stringclasses 9 values	audio_type stringclasses 3 values	difficulty stringclasses 3 values	question stringlengths 12 411	options stringlengths 32 414	answer stringclasses 4 values
video_222	0	Diy & Cooking	Cooking	26:22	Human-Centric Understanding	Speech	High	What is the relationship between the sous chef and the head chef?	['A. Wife', 'B. Friend', 'C. Mother', 'D. Colleague']	C
video_43	1	Film & TV	Animation	20:01	Event Understanding	Speech	Medium	How did Sandra make her father leave?	['A. She took out a stone axe.', 'B. She threatened him verbally.', 'C. She took out a wooden axe.', 'D. She took out a diamond axe.']	D
video_246	2	Entertainment	Gaming	11:05	Spatial Inference	Speech	Low	After the player finished saying "I'll naturally pick up timing that works for you," which direction did they move in?	['A. Forward', 'B. Left', 'C. Backward', 'D. Right']	B
video_82	3	Record	Storytime	23:24	Event Understanding	Speech	Medium	What are they talking about when the puppy appears on the screen?	['A. Politics', 'B. Land', 'C. Law', 'D. Economics']	B
video_119	4	Record	Daily Life	22:51	Music Perception	Music	Low	How many colors does the man's clothing have when the second background music starts playing?	['A. 4', 'B. 2', 'C. 3', 'D. 1']	C
video_206	5	Film & TV	Documentary	30:42	Attribute Perception	Speech	Low	In the video, there are several scenes where the farm owner pets a sheep. What is that sheep's name, and how old is it?	['A. EJ, three years old.', 'B. Dijalo, two and a half years old.', 'C. EJ, three and a half years old.', 'D. EJ, two and a half years old.']	D
video_113	6	Lifestyle	Fashion	45:21	Counting	Speech	High	After the woman mentions "Forest Eve," how many different colors can be seen on her right arm?	['A. 6', 'B. 7', 'C. 5', 'D. 8']	B
video_193	7	Record	Daily Life	25:55	Attribute Perception	Speech	Low	What color are the Lululemon pants?	['A. White', 'B. Black', 'C. Gray', 'D. Brown']	B
video_145	8	Diy & Cooking	Cooking	39:17	Event Understanding	Speech	Medium	When the man emphasizes that the duck in the pan is crispy everywhere, what is in the glass bowl on the table?	['A. Honey', 'B. Oil', 'C. Sauce', 'D. Soy sauce']	B
video_76	9	Diy & Cooking	Cooking	58:58	Event Understanding	Speech	Low	When making broccoli cheddar soup, exactly how much cheese should be added?	['A. One and a half cups', 'B. Two handfuls of cheese', 'C. One handfuls of cheese', 'D. Two cups']	D
video_85	10	Lifestyle	Health	30:17	Temporal Inference	Speech	Medium	Approximately how much time elapsed between the moment the woman mentioned she likes frozen mangoes and the moment she showed us the chicken?	['A. 10 minutes', 'B. 12 minutes', 'C. 8 minutes', 'D. 5 minutes']	C
video_150	11	Lifestyle	Family	26:22	Human-Centric Understanding	Speech	Medium	Who was the first person to throw clothes into the washing machine?	['A. Mia', 'B. Julian', 'C. Judy', 'D. Juliana']	A
video_23	12	Film & TV	Documentary	32:05	Counting	Sound	High	During the singing competition, how many times in total did the audience applaud to welcome the performer onto the stage?	['A. 6', 'B. 8', 'C. 7', 'D. 5']	A
video_83	13	Diy & Cooking	Arts & Crafts	31:46	Music Perception	Music	Medium	Between 6:00 and 7:00 in the video, while the music is playing, how many skeins does the lady tie off?	['A. 6', 'B. 4', 'C. 5', 'D. 3']	B
video_138	14	Sports	Outdoor Activities	21:53	Music Perception	Music	High	While the sixth segment of background music is playing, how many white cars pass the motorcycle?	['A. 2', 'B. 0', 'C. 1', 'D. 3']	C
video_243	15	Diy & Cooking	Food	35:45	Temporal Inference	Speech	Low	How many days did the entire trip last?	['A. 3 days', 'B. 1 day', 'C. 4 days', 'D. 2 days']	D
video_220	16	Film & TV	Animation	23:51	Human-Centric Understanding	Speech	Low	Whose hair is red?	['A. Colly', 'B. Daisy', 'C. Cherry', 'D. Etho']	C
video_142	17	Sports	Match Highlights	43:01	Temporal Inference	Sound	High	In the video, after the referee blows the whistle a second time, to which numbered player is the ball passed?	['A. 13', 'B. 2', 'C. 3', 'D. 9']	C
video_11	18	Entertainment	Comedy	38:32	Counting	Speech	High	According to the rule stated by the hypnotist, theoretically, how many of the participants in the hypnosis activity at the Hilton Hotel could be hypnotized? (round down)	['A. 11', 'B. 9', 'C. 12', 'D. 10']	A
video_258	19	Entertainment	Gaming	34:27	Counting	Speech	Low	In the game tutorial, how many pairs does the East player's initial hand contain?	['A. 2', 'B. 1', 'C. 4', 'D. 3']	C
video_72	20	Record	Daily Life	26:04	Event Understanding	Speech	High	On the morning of the third day of the trip, which hand did the vlogger use to place the coffee on the table?	['A. Right hand', 'B. Both hands', 'C. Left hand', 'D. No hand']	C
video_2	21	Sports	Outdoor Activities	11:15	Event Understanding	Speech	Low	What gift did the fan win?	['A. Fish', 'B. Fishing Rod', 'C. Yellow Crankbait', 'D. Fishing Net']	C
video_258	22	Entertainment	Gaming	34:27	Counting	Speech	High	In the four players’ initial hands, how many flower tiles did the woman replace in total?	['A. 3', 'B. 2', 'C. 4', 'D. 1']	C
video_188	23	Sports	Outdoor Activities	28:17	Event Understanding	Speech	Low	What type of fish did the protagonist catch for the first time?	['A. White bass', 'B. Largemouth bass', 'C. Catfish', 'D. Rainbow trout']	A
video_207	24	Lifestyle	Family	39:55	Logical Reasoning	Music	Medium	In the first BGM segment of clip 1.2, which two main colors can we infer are present on the people in the car at minimum?	['A. Blue-green and white', 'B. Blue-green and yellow', 'C. White and yellow', 'D. Blue-green and black']	A
video_79	25	Lifestyle	Health	33:13	Human-Centric Understanding	Speech	Medium	When the blogger is on the bed, who can be seen as Lauren?	['A. The person speaking off-screen in the background.', 'B. The girl to her left.', 'C. The person off-screen who is not speaking.', 'D. The girl to her right.']	A
video_100	26	Diy & Cooking	Cooking	14:25	Event Understanding	Speech	Medium	What is she going to do when thanking Donna?	['A. Cot wings', 'B. run the chicken wing through with egg', 'C. Add seasonings', 'D. Add baking powder']	D
video_241	27	Record	Daily Life	20:32	Sound Inference	Sound	High	When we first hear the sound of running water, how many brown-and-gold gradient bottles can we see in the lower cabinet?	['A. 1', 'B. 2', 'C. 3', 'D. 4']	B
video_56	28	Diy & Cooking	Cooking	22:07	Event Understanding	Speech	Medium	While describing the ingredients purchased at the supermarket, which one was not mentioned?	['A. coffee', 'B. pork rinds', 'C. ketchup', 'D. enchiladas']	B
video_22	29	Lifestyle	Health	36:12	Human-Centric Understanding	Speech	Low	At the beginning of the video when Mark is introduced, what is he holding in his hand?	['A. He is holding a phone in his right hand.', 'B. He is holding a bottle of drink in his left hand.', 'C. He is holding the camera', "D. We don't know"]	B
video_220	30	Film & TV	Animation	26:22	Sound Inference	Sound	Medium	What sound is heard when Chloe is splashed with the potion?	['A. Explosion sound', 'B. Dripping sound', 'C. Screaming sound', 'D. Shouting sound']	A
video_243	31	Diy & Cooking	Food	35:45	Event Understanding	Speech	Medium	How many pieces of clothing can we see the blogger trying on at Dynamite?	['A. 3', 'B. 1', 'C. 2', 'D. 4']	C
video_257	32	Lifestyle	Family	21:15	Event Understanding	Speech	Medium	Which suit did the boy end up buying?	['A. The one on sale', 'B. The one he liked best when he tried it on', 'C. The one his mother chose', 'D. The black-and-white checkered one']	B
video_243	33	Diy & Cooking	Food	35:45	Attribute Perception	Speech	Low	What color is the clothing under Jess's coat on Sunday?	['A. Pink', 'B. White', 'C. Red and black', 'D. Gray']	D
video_262	34	Record	Travel	30:35	Event Understanding	Speech	Low	When the vlogger saw the Sydney Opera House for the first time, which item did he say there were a lot of?	['A. People', 'B. Lights', 'C. Boats', 'D. Chairs']	D
video_216	35	Diy & Cooking	Food	21:53	Counting	Speech	Low	How many kinds of seasoning powder did the blogger use when cooking the soup?	['A. 4', 'B. 6', 'C. 3', 'D. 5']	B
video_195	36	Lifestyle	Product Unboxing	38:55	Event Understanding	Speech	Low	According to the host, Appleboom’s packaging box resembles the style of which decade?	['A. The 1970s', 'B. The 1980s', 'C. The 1960s', 'D. It was not mentioned']	C
video_210	37	Diy & Cooking	Home & Garden	48:27	Logical Reasoning	Music	Medium	In the second BGM segment on Wednesday, when the blogger lies down, from the blogger’s perspective, on which side is the coach?	['A. In front of her', 'B. Below her', 'C. Behind her', 'D. On her right side']	C
video_181	38	Diy & Cooking	Cooking	30:39	Counting	Speech	Low	During Jen's 11:30 a.m. lunch, how many ingredients did she eat (counting cereal as one ingredient)?	['A. 3', 'B. 2', 'C. 4', 'D. 5']	C
video_140	39	Diy & Cooking	Home & Garden	23:12	Counting	Speech	High	How many potted plants are on the table to the left of the white bird of paradise?	['A. 6', 'B. 4', 'C. 7', 'D. 5']	A
video_181	40	Diy & Cooking	Cooking	30:39	Attribute Perception	Speech	Medium	What breed of dog is Palmer?	['A. Golden Retriever', 'B. Plott Hound', 'C. Sheepdog', 'D. Bulldog']	D
video_247	41	Diy & Cooking	Home & Garden	45:05	Attribute Perception	Speech	Medium	What is the color of the food container for the creamed spinach?	['A. Black', 'B. Yellowish brown', 'C. White', 'D. Purple']	B
video_105	42	Diy & Cooking	Food	24:44	Logical Reasoning	Speech	Medium	We can infer that the person Noah particularly recognized as 'family' is	['A. A young woman', 'B. A cartoon character', 'C. An elderly man', 'D. A young man']	C
video_255	43	Diy & Cooking	Home & Garden	25:13	Event Understanding	Speech	Low	What is the second color the woman applies to the Vulture Tree?	['A. Black', 'B. Dove Gray', 'C. Chocolate Bar', 'D. Brown']	D
video_150	44	Lifestyle	Family	26:22	Attribute Perception	Speech	Medium	According to Judy, what color is the hair of the person on the left when Juliana is wearing her second outfit in the video?	['A. Brown', 'B. Blond', 'C. White', 'D. Black']	B
video_109	45	Diy & Cooking	Food	42:18	Spatial Inference	Speech	Medium	During their first Korean barbecue meal, what was the positional relationship between Peiyu and the YouTuber?	["A. To the YouTuber's right.", 'B. Behind the YouTuber.', 'C. Opposite the YouTuber.', "D. To the YouTuber's left."]	D
video_44	46	Film & TV	Movie	26:31	Event Understanding	Speech	High	When the video first cuts to the indoor scene, what is the doctor doing?	['A. The doctor is reading a magazine.', 'B. The doctor is sitting and reading a newspaper.', 'C. The doctor is holding chemical reagents in his hand.', 'D. The doctor is standing and holding chemical reagents.']	A
video_189	47	Diy & Cooking	Home & Garden	28:50	Spatial Inference	Speech	Medium	On the living room table, on which side of last year's blanket is the newly purchased blanket located?	['A. On the right', 'B. On the left', 'C. Behind', 'D. In front']	D
video_208	48	Diy & Cooking	Food	56:19	Logical Reasoning	Speech	Low	Do you think the vlogger had fulfilled the rules she set on the first day by the third day?	['A. It is impossible to determine.', 'B. She may have fulfilled them.', 'C. She had fulfilled them.', 'D. No, she had not.']	D
video_210	49	Diy & Cooking	Home & Garden	48:27	Spatial Inference	Speech	High	Where is Alex seated relative to Danielle during the meal?	['A. Directly opposite Danielle', 'B. Front left of Danielle', "C. To Danielle's right", 'D. Back left of Danielle']	A
video_66	50	Record	Storytime	29:23	Spatial Inference	Speech	Low	What is the color of the item placed to the right of the $1.69 product purchased by the man in the video?	['A. Red', 'B. Yellow', 'C. Blue', 'D. Green']	D
video_79	51	Lifestyle	Health	33:13	Counting	Speech	Low	How many pieces of bread are on the plate with the dinner and toro tuna?	['A. 1', 'B. 2', 'C. 3', 'D. 4']	C
video_32	52	Lifestyle	Fashion	39:30	Spatial Inference	Speech	Low	In the fruit platter shown at 0:48, what are the three fruits placed around the pineapple?	['A. Apples, Hami melon, and grapes', 'B. Watermelon, Hami melon, and grapes', 'C. Watermelon, papaya, and grapes', 'D. Watermelon, mango, and grapes']	C
video_268	53	Record	Travel	22:17	Attribute Perception	Speech	Medium	What color is the item that is pressed beneath the assorted mixed fruits?	['A. Black', 'B. Pink', 'C. Green', 'D. Blue']	C
video_226	54	Film & TV	New Report	01:01:29	Temporal Inference	Speech	Medium	Arrange the following events in the correct chronological order: (1) A woman wearing green clothing is speaking. (2) It is mentioned that residents in for-profit long-term care homes are three times more likely to contract COVID-19 than residents in nonprofit facilities. (3) A discussion takes place about the need for ...	['A. (1) - (2) - (3)', 'B. (1) - (3) - (2)', 'C. (2) - (1) - (3)', 'D. (3) - (2) - (1)']	C
video_72	55	Record	Daily Life	26:04	Attribute Perception	Music	Low	During the first background music segment after the blogger finishes sharing their opinion, what is the color of the teacup placed behind the green teacup?	['A. White with black text', 'B. Pure black', 'C. Black with white text', 'D. Pure white']	A
video_88	56	Lifestyle	Fashion	26:51	Music Perception	Music	Medium	When the woman is having her hair trimmed in the hair salon, what is the most likely source of the background music that can be heard?	['A. The music playing in the salon.', 'B. Added during video editing.', "C. Music playing from the woman's phone.", "D. Music playing on the salon's television."]	B
video_72	57	Record	Daily Life	26:04	Counting	Speech	Low	In the apartment in Washington, how many washing machines can be seen?	['A. 3', 'B. 1', 'C. 4', 'D. 2']	D
video_79	58	Lifestyle	Health	33:13	Counting	Speech	Medium	How many items are there in the Orbe hair care product?	['A. 1', 'B. 2', 'C. 3', 'D. 4']	C
video_151	59	Entertainment	Comedy	22:01	Counting	Speech	Medium	How many times does Brennan try poking the cake?	['A. 7', 'B. 6', 'C. 9', 'D. 8']	D
video_34	60	Entertainment	Comedy	31:06	Spatial Inference	Music	High	In the video, when the host pauses on the phrase "milk milk lemonade around the corner satan waits," on which side of the man wearing the yellow tie is the animated character located?	['A. On his left side.', 'B. On his right side.', 'C. Above him.', 'D. Below him.']	B
video_13	61	Diy & Cooking	Cooking	30:36	Logical Reasoning	Speech	High	Which dog can be seen excitedly chasing a ball in the backyard in the video?	['A. Diesel', 'B. Pumpkin', 'C. Palmer', 'D. Lola']	C
video_69	62	Lifestyle	Product Unboxing	51:10	Attribute Perception	Speech	Low	When the woman says she likes these rugs, what is the price of the oven next to them?	['A. £229', 'B. £350', 'C. £249', 'D. £280']	C
video_164	63	Film & TV	Documentary	51:47	Attribute Perception	Speech	Low	What color clothing is the person who says "separate the rate from the water usage" wearing?	['A. Blue', 'B. White', 'C. Orange', 'D. Black']	D
video_207	64	Lifestyle	Family	39:55	Temporal Inference	Speech	Low	When the blogger is wearing pink clothing, the approximate time can be inferred to be:	['A. Around 7:30 a.m. on January 2', 'B. Around 5:30 p.m. on January 2', 'C. Around 7:30 a.m. on January 3', 'D. Around 7:30 p.m. on January 2']	D
video_266	65	Sports	Outdoor Activities	52:03	Attribute Perception	Speech	Low	What item in the man's backpack does he refer to as “Wind Mutant”?	['A. Canister Stove', 'B. Windproof Tent', 'C. Interchange Jacket', 'D. Windproof Stove']	D
video_150	66	Lifestyle	Family	26:22	Attribute Perception	Speech	Medium	What color were the cherries that Juliana ate?	['A. dark green', 'B. red', 'C. orange', 'D. light green']	C
video_71	67	Entertainment	Music	25:35	Temporal Inference	Speech	Medium	When the host says, "the liturgical text of the chorus is long, without any regular verse structure," what page number is shown on the right?	['A. 348', 'B. 344', 'C. 349', 'D. 343']	D
video_230	68	Diy & Cooking	Home & Garden	30:28	Logical Reasoning	Speech	High	When the new bucket and the old bucket are placed together, the capacity of the bucket on the right is how many times that of the bucket on the left?	['A. 0.30', 'B. 0.19', 'C. 0.22', 'D. 0.26']	C
video_169	69	Entertainment	Gaming	26:19	Logical Reasoning	Speech	Medium	When the player says that being in first person constantly is a bit tiring, how many people are in front of her?	['A. Three', 'B. One', 'C. Two', 'D. Zero']	C
video_215	70	Sports	Outdoor Activities	21:36	Event Understanding	Speech	Low	When Katie and the blogger are in the car, what is the item between them?	['A. Fishing rod', 'B. Long stick', 'C. Golf club', 'D. Jump bar']	D
video_193	71	Record	Daily Life	25:55	Attribute Perception	Speech	Low	What color is Oaken Fort's clothing?	['A. Brown', 'B. White', 'C. Black', 'D. Gray']	A
video_252	72	Entertainment	Music	35:50	Event Understanding	Speech	Medium	When the knob on the ABC box is pointing straight up, which device is connected?	['A. Silver', 'B. Gold', 'C. None of them', 'D. Red']	C
video_27	73	Diy & Cooking	Arts & Crafts	30:35	Sound Inference	Sound	High	What sound interrupted the protagonist's introduction in the middle?	['A. The sound of a cutting machine', 'B. The sound of a grinding machine', 'C. The sound of a helicopter', 'D. The sound of background music']	C
video_140	74	Diy & Cooking	Home & Garden	23:12	Event Understanding	Speech	Medium	What is the problem with a plant whose leaves have holes in them?	['A. It is not receiving enough nutrients.', 'B. It has been frightened.', 'C. It is not receiving enough water.', 'D. It is not receiving enough sunlight.']	B
video_1	75	Sports	Match Highlights	01:13:20	Event Understanding	Speech	Low	In the Frontier vs. Mohawk game, when the score was 18–0, who provided the assist?	['A. Jared Vika', 'B. Kalen Evans', 'C. Ben Laskowski', 'D. Alex Sharp']	B
video_273	76	Lifestyle	Health	34:02	Logical Reasoning	Speech	High	In the video, why did the on-screen text at one point indicate that the YouTuber needed a “trash can”?	['A. There was no trash can inside the shop.', 'B. The food tasted so bad that she wanted to throw it away.', 'C. She wanted to give the food to her friend to eat.', 'D. She wanted to let her friends taste the delicious food.']	B
video_143	77	Lifestyle	Family	30:42	Spatial Inference	Speech	Low	While they were in the car, from SY's perspective, on which side of her was George?	['A. To her right', 'B. Behind her', 'C. To her left', 'D. In front of her']	A
video_10	78	Sports	Sports Analysis	46:01	Sound Inference	Sound	High	At the beginning, when Ivorian suddenly raises the volume, which word in the subtitles is closest to the center?	['A. Fans', 'B. The', 'C. Our', 'D. With']	B
video_213	79	Entertainment	Music	43:16	Human-Centric Understanding	Speech	Medium	Who is the second collaborator on the third song recommended by Sam?	['A. The Neptunes', 'B. Drake', 'C. Lucky Daye', 'D. Brent Faiyaz']	A
video_243	80	Diy & Cooking	Food	35:45	Human-Centric Understanding	Speech	Medium	On Sunday morning, who was the first to show their outfit?	['A. Lauren', 'B. Jess', 'C. The blogger', 'D. Not sure']	A
video_7	81	Record	Storytime	35:33	Temporal Inference	Speech	Medium	When the protagonist first mentions feeling anxious, how many days have passed since he began recording, counting the opening as day 0?	['A. 2 days', 'B. 4 days', 'C. 5 days', 'D. 3 days']	D
video_243	82	Diy & Cooking	Food	35:45	Spatial Inference	Music	Medium	In the first segment of the background music, on which side can we see the strawberry candied hawthorn?	['A. On both sides', 'B. On the right side', 'C. On the left side', 'D. It cannot be determined']	B
video_56	83	Diy & Cooking	Cooking	22:07	Counting	Speech	Medium	How many enchiladas did the protagonist prepare?	['A. 9', 'B. 8', 'C. 7', 'D. 10']	B
video_208	84	Diy & Cooking	Food	56:19	Counting	Speech	Medium	How many different outfits did Alex wear during the shoot?	['A. 6', 'B. 4', 'C. 3', 'D. 5']	D
video_242	85	Diy & Cooking	Home & Garden	52:48	Attribute Perception	Speech	Low	What color is the pot used to grow the magnolia flowers?	['A. Black', 'B. Green', 'C. White', 'D. Brown']	A
video_95	86	Film & TV	New Report	55:25	Temporal Inference	Sound	Medium	Arrange the following three speakers in the order in which they first speak: (1) Godrej, (2) Abhishek, (3) Aggarwal.	['A. (3)-(1)-(2)', 'B. (2)-(1)-(3)', 'C. (1)-(2)-(3)', 'D. (1)-(3)-(2)']	D
video_113	87	Lifestyle	Fashion	45:21	Counting	Speech	High	Throughout the entire video, how many eyeshadow shades does the woman evaluate in total?	['A. 34', 'B. 27', 'C. 60', 'D. 69']	D
video_242	88	Diy & Cooking	Home & Garden	52:48	Logical Reasoning	Speech	Medium	Why did the author end up shooting 45 minutes of video for nothing?	['A. To film a cocktail-mixing video.', 'B. To better capture the colors of the flowers on camera.', 'C. To film a video about planting flowers.', 'D. To film the transplanting process.']	A
video_230	89	Diy & Cooking	Home & Garden	30:28	Temporal Inference	Speech	High	On the day after the new barrel arrived, where was the 50-liter barrel most likely placed?	['A. Outside the stable.', 'B. Outside the grain storage room.', 'C. In the utility room.', 'D. Inside the stable.']	D
video_254	90	Record	Daily Life	21:54	Event Understanding	Speech	High	During the rigging demonstration, the expert warns about a fragile internal component that can snap if the lure is twisted. What is this component, and what name is embroidered on the expert's shirt?	["A. Pyrex rattles; 'Charles'", "B. Pyrex rattles; 'Robert'", "C. Glass rattles; 'Charles'", "D. Glass rattles; 'Robert'"]	A
video_54	91	Diy & Cooking	Food	27:03	Spatial Inference	Speech	High	When the man is mixing sugar and butter in a glass bowl, which of the following spices is closest to the sugar on the countertop?	['A. Ground cinnamon', 'B. Ground ginger', 'C. Ground nutmeg', 'D. Ground cloves']	B
video_267	92	Entertainment	Gaming	26:00	Event Understanding	Speech	Medium	Which champion did the player purchase immediately after reaching level 6?	['A. Kayle', 'B. Morgana', 'C. Lulu', 'D. Vayne']	B
video_71	93	Entertainment	Music	25:35	Music Perception	Music	Low	Who is the singer of the music that the teacher played?	['A. Stanislav Predota.', 'B. Jerome.', 'C. V Nadeji Bozi.', 'D. Mistii Hus.']	A
video_108	94	Entertainment	Gaming	32:17	Sound Inference	Music	High	When the subtitle 'When the link of fire is threatened, the bell tolls' appears, what can be heard in the background audio?	['A. Baritone voice', 'B. Mezzo-soprano voice', 'C. Cello', 'D. Soprano voice']	D
video_101	95	Lifestyle	Fashion	44:05	Event Understanding	Speech	High	What action did the protagonist do when thanking the third viewer in the live stream?	['A. Waved his hand', 'B. Rubbed his hands', 'C. Clapped his hands', 'D. Touched his hair']	C
video_221	96	Entertainment	Comedy	37:08	Temporal Inference	Sound	High	Immediately after hearing the sound of two cars braking, which of the following visual scenes is shown?	['A. A man is repairing a car.', 'B. Two men are laughing.', 'C. A woman is holding up her phone to record video in a hallway.', 'D. A woman is playing a game on her phone.']	D
video_64	97	Lifestyle	Family	21:15	Human-Centric Understanding	Speech	Low	What is the relationship between Katie and Brennan?	['A. Friends', 'B. Mother and son', 'C. Brother and sister', 'D. Father and daughter']	C
video_149	98	Entertainment	Music	25:13	Attribute Perception	Speech	Low	What brand are Varun's headphones?	['A. Beyerdynamic', 'B. Sony', 'C. HIFIMAN', 'D. Sennheiser']	A
video_180	99	Record	Travel	53:04	Counting	Speech	Low	Before the woman mentions that the food tastes bad, how many times in total does the man in the group raise his camera?	['A. 3', 'B. 2', 'C. 0', 'D. 1']	B

End of preview. Expand in Data Studio

LVOmniBench

This repository provides the question-answering metadata of the LVOmniBench benchmark in a format compatible with lmms-eval.

The data is provided as a single parquet file containing only the QA annotations. Since raw videos are not included, please download them from the original release and match them with the QA annotations using video_id.

Task configurations and evaluation scripts are available in the SEATS repository: https://github.com/xxayt/SEATS.

Overview

LVOmniBench is a benchmark for long-form audio-visual understanding with Omnimodal LLMs. Videos are 10–90 minutes long (≈ 34 min on average), about 6× longer than typical audio-visual benchmarks, and every question requires joint reasoning across audio and visual modalities.

Statistic	Value
QA pairs	1,014 (multiple choice, 4 options)
Videos	10–90 minutes, average ≈ 2,069 s (~34 min)
Audio types	Speech, Sound, Music, Mixed
Difficulty	Low / Medium / High
Question types	Human-Centric Understanding, Event Reasoning, Causal, ...
Language	English
License	Apache-2.0

License

Released under the Apache-2.0 license. The upstream KD-TAO/LVOmniBench release does not specify a license, so this repackaged QA split defaults to Apache-2.0.

Downloads last month: 123

Collection including xxayt/LVOmniBench

SEATS

Collection

5 items • Updated about 22 hours ago • 1