Datasets:

shi-labs
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physical-ai-bench-generation

prompt_en stringlengths 471 2.59k	dimension listlengths 8 8	image_name stringlengths 13 53	reference_video stringlengths 13 53	video_id stringlengths 9 49
A video capturing a heavy rainfall in a tropical or subtropical environment. The scene opens with a close-up of a tree with large, broad leaves that are visibly wet and glistening under the rain. The leaves are attached to dark, slender branches that sway vigorously in the wind, indicating the strength of the storm. In...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_933704-uhd_3840_2160_30fps.jpg	misc_933704-uhd_3840_2160_30fps.mp4	misc_933704-uhd_3840_2160_30fps
The video begins with a close-up shot of a guinea pig with a white chest and brown fur, situated in a hay-filled enclosure. The guinea pig is positioned near a large, dark gray plastic tube lying horizontally across the hay. Behind the guinea pig, a tree trunk with exposed roots and branches provides a natural backdrop...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_3012488-uhd_3840_2160_30fps.jpg	misc_3012488-uhd_3840_2160_30fps.mp4	misc_3012488-uhd_3840_2160_30fps
A close-up shot captures a person's hands meticulously sealing a cardboard box with a yellow tape dispenser in a well-lit indoor environment. The individual, wearing a wristwatch on their left wrist and a bracelet on their right wrist, holds the dispenser in their right hand, applying tape to the edge of the box. Their...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_098.jpg	industry_098.mp4	industry_098
The video opens with a close-up shot of a person's hand, adorned with neatly manicured nails, gently touching the tall grass in a lush green field. The individual is wearing a flowing white dress that billows slightly with each movement, and dark boots that contrast subtly with the bright green surroundings. The grass,...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_4887915-uhd_4096_2160_25fps.jpg	misc_4887915-uhd_4096_2160_25fps.mp4	misc_4887915-uhd_4096_2160_25fps
A medium shot captures a section of a conveyor belt system within an industrial coffee production facility. The conveyor belt, made of metal with a textured, grid-like surface, curves gracefully, supported by metallic frames and mechanisms. Four large, identical, silver-colored coffee bags labeled "TOKYO ROAST" move st...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_067.jpg	industry_067.mp4	industry_067
A close-up shot captures the intricate process of a CNC machine drilling holes into a metal workpiece in an industrial setting. The metallic cutting tool, mounted on a black holder, precisely drills into the securely clamped metal surface. Small metal shavings scatter around the work area, evidence of previous machinin...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_073.jpg	industry_073.mp4	industry_073
The video opens with a wide-angle shot captured from inside a vehicle at an intersection during late afternoon, as indicated by the long shadows and the position of the sun. The dashboard reflects the road ahead, with multiple traffic lights visible overhead, one of which is green for the direction the camera faces. Se...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_027b0cab-4b66-4100-83f3-e4150296d9de.jpg	av_027b0cab-4b66-4100-83f3-e4150296d9de.mp4	av_027b0cab-4b66-4100-83f3-e4150296d9de
The video opens with a wide shot of an indoor skatepark, where a large crowd of spectators lines the edges of the bowl-shaped skating area. The audience, dressed in casual attire, watches intently from behind safety railings. The roller skater, wearing a helmet and a loose-fitting blue jacket over a dark shirt, glides ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_135.jpg	human_135.mp4	human_135
The video opens with a serene park-like setting, featuring a paved area with visible cracks and a backdrop of neatly trimmed bushes and trees. Two individuals stand on a blue and yellow outdoor exercise machine, positioned side by side. One person carries a backpack, while the other has a bag slung over their shoulder....	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_121.jpg	human_121.mp4	human_121
A dynamic padel match unfolds on a vibrant green artificial turf court, enclosed by a tall black metal fence and marked by vivid blue walls. The scene is set against an overcast sky, with lush greenery visible beyond the fence, suggesting a secluded outdoor location. A young man, dressed in a black short-sleeved shirt,...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_109.jpg	human_109.mp4	human_109
The video opens with a scene set on a wooden table in a cozy living room, featuring a green sofa adorned with various colorful cushions, including one with a cartoon character design. On the table, a small wooden game board with yellow edges is positioned centrally. The game board has several black, red, and green pegs...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_142.jpg	robot_142.mp4	robot_142
A young woman sits in a cozy restaurant, engaging with the camera as she enjoys a meal. She is centered in the frame, wearing a vibrant neon pink and black color block windbreaker over an orange shirt, complemented by dangly earrings, a necklace, silver rings, and long, neon pink and yellow nails. Her dark hair cascade...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_d43ce421-2e32-4b56-a10f-65abbf82c7d8.jpg	common_sense_d43ce421-2e32-4b56-a10f-65abbf82c7d8.mp4	common_sense_d43ce421-2e32-4b56-a10f-65abbf82c7d8
The video begins with a view from inside a tunnel, likely captured from the dashboard camera of a vehicle. The tunnel's interior is illuminated by rows of overhead lights that cast a warm glow across the concrete walls and ceiling. The road ahead is marked with white lane lines, and several vehicles can be seen traveli...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_bridge_tunnel_1_1.jpg	av_bridge_tunnel_1_1.mp4	av_bridge_tunnel_1_1
The video opens with a close-up view of a single, large, marquise-cut diamond, the central focus throughout the sequence. The diamond is held securely by a metal prong, allowing it to rotate slowly against a plain, light gray background. In the first frame, the diamond is positioned at an angle where its facets are cat...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_125.jpg	physics_125.mp4	physics_125
A close-up of a single shallot with light brown skin and subtle yellow streaks, placed on a wooden cutting board. The shallot's papery texture suggests its freshness. The background is softly blurred, revealing hints of other vegetables like carrots and possibly garlic, indicating a kitchen setting. A hand holding a la...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_041.jpg	human_041.mp4	human_041
A close-up shot captures a person's hands skillfully chopping dried green herbs on a richly textured wooden cutting board. The knife, held firmly, moves rhythmically back and forth, slicing through the herbs with precision. The herbs, initially whole and scattered, are progressively chopped finer, accumulating on the b...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_055.jpg	human_055.mp4	human_055
A point-of-view video shot from inside a vehicle, capturing a quiet suburban street bathed in bright sunlight. The road is lined with parked cars on both sides, and buildings, likely residential or small businesses, are visible across the street. A "STOP" sign is prominently displayed near the center of the intersectio...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_9f3a2fd3-07e2-494a-9477-1e254ab2694e.jpg	av_9f3a2fd3-07e2-494a-9477-1e254ab2694e.mp4	av_9f3a2fd3-07e2-494a-9477-1e254ab2694e
A serene pastoral scene unfolds under a dramatic sky, featuring five cows grazing in a lush green field. The main focus is on four cows clustered on the left side, viewed from the right, constantly moving their tails and ears as they feed on the grass. One cow stands alone on the right, facing the camera, and also move...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_2e166ef8-062f-4b00-8fd3-e3276edc3367.jpg	common_sense_2e166ef8-062f-4b00-8fd3-e3276edc3367.mp4	common_sense_2e166ef8-062f-4b00-8fd3-e3276edc3367
The video opens with a close-up shot of a wooden countertop in a modern kitchen setting. On the countertop, there is a metallic bowl with a shiny, reflective surface, a folded purple cloth, and a blue-handled ice cream scoop. A green cylindrical object is also present but remains stationary throughout the sequence. A b...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_036.jpg	robot_036.mp4	robot_036
A toy kitchen setup is showcased in a video, focusing on a sink area. On the left side of the sink, a blue toy stove with two red knobs and a metallic pot on top is visible. Inside the sink, a purple and green toy eggplant lies. To the right of the sink, an orange dish rack holds a blue cup, a yellow pepper, a green cu...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_022.jpg	robot_022.mp4	robot_022
A serene sunset video captures a tranquil scene over a strait or bay, with a cityscape silhouetted against the vibrant orange and yellow hues of the sky. Several seagulls are gracefully soaring above the choppy waters, their wings spread wide in mid-flight. A large cargo ship is positioned centrally in the frame, while...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_13146456_1920_1080_25fps.jpg	misc_13146456_1920_1080_25fps.mp4	misc_13146456_1920_1080_25fps
A man is climbing up a challenging rocky terrain, navigating a steep incline composed of jagged rocks and patches of moss and lichen. He is wearing a black jacket with a blue hood, gray trousers, black shoes, and a cap that is predominantly pink, white, and blue in color with a red symbol on the front. A pink thread ha...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_ffb94c75-5b20-4102-b292-df76c4dce921.jpg	common_sense_ffb94c75-5b20-4102-b292-df76c4dce921.mp4	common_sense_ffb94c75-5b20-4102-b292-df76c4dce921
A point-of-view video shot from inside a car, positioned at an intersection in a small town or suburban area. The car's dashboard is visible in the foreground, reflecting the surroundings on its hood. The intersection features a "clear keep" marking painted on the road, indicating traffic regulations for vehicles waiti...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_a6beffc6-0c10-45d4-9ac1-06e482f25ebf.jpg	av_a6beffc6-0c10-45d4-9ac1-06e482f25ebf.mp4	av_a6beffc6-0c10-45d4-9ac1-06e482f25ebf
The video opens with two individuals seated on a couch in a well-lit, cozy living room adorned with string lights and festive decorations, including a large silver balloon and yellow star-shaped ornaments. The person on the left, sporting vibrant blue hair and a blue polo shirt, holds a blue and white balloon animal sh...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_069.jpg	human_069.mp4	human_069
The video opens with a wide shot of a volleyball match at the London 2012 Olympics, taking place in a large indoor stadium packed with spectators. The court is a vibrant orange with clear white boundary lines, and the net divides the two teams, Brazil and the USA, distinguished by their dark and light uniforms respecti...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_082.jpg	human_082.mp4	human_082
A dynamic basketball game unfolds in a well-lit indoor arena, filled with spectators seated in red and white stadium seats. The polished wooden court prominently displays the "USA Basketball" logo at its center. The scoreboard shows Brazil leading 6-2 against the USA Men's National Team in the first quarter with 15:40 ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_096.jpg	human_096.mp4	human_096
A static shot captures a wooden table with a clear glass bowl placed centrally. Above the bowl, a grabber tool with an orange and black handle holds a crumpled piece of white paper. The background is a plain off-white wall, emphasizing the objects on the table. As the video progresses, the grabber tool releases the cru...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_045.jpg	physics_045.mp4	physics_045
The video opens with an aerial view of a bustling city skyline bathed in the warm glow of early morning or late afternoon sunlight. The scene is dominated by a cluster of modern high-rises in the center, their sleek, reflective surfaces catching the light and standing out against the surrounding urban landscape. The bu...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_2818567-uhd_3840_2160_24fps.jpg	misc_2818567-uhd_3840_2160_24fps.mp4	misc_2818567-uhd_3840_2160_24fps
A static shot captures a wooden table against a plain white background. A woven wicker basket supports a large glass beverage dispenser filled with vibrant orange grapefruit juice. In front of the dispenser, a smaller glass bottle, partially filled with water, is positioned to receive the grapefruit juice. The dispense...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_051.jpg	physics_051.mp4	physics_051
The video opens in a well-lit indoor gymnasium with a polished wooden floor and cream-colored walls adorned with Olympic rings. A volleyball net is visible in the background, along with a row of benches and a small vent near the floor. Four players are present: a partially visible person with a grey shirt and black sho...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_243.jpg	human_243.mp4	human_243
The video begins with a view from inside a vehicle stopped at a four-way intersection under a clear blue sky. The hood of the car reflects the road ahead, showing a wide, quiet suburban street lined with houses and utility poles. Traffic lights hang above the intersection, all displaying green signals. On the left, a s...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_7aa30d83-4049-432f-a69d-6fc5a1387640.jpg	av_7aa30d83-4049-432f-a69d-6fc5a1387640.mp4	av_7aa30d83-4049-432f-a69d-6fc5a1387640
The video opens with a serene forest scene where two individuals are hiking. The man, wearing a wide-brimmed hat, a denim jacket, blue jeans, and brown boots, carries a large beige backpack and carefully navigates a moss-covered rock face. He uses his hands and feet to find secure footing, stepping over the uneven terr...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_257.jpg	human_257.mp4	human_257
The video opens with a view from inside a vehicle, positioned at an intersection in a suburban setting. The scene is framed by a wide, paved road bordered by tall evergreen trees and a mix of residential and commercial buildings. Traffic cones line both sides of the road, guiding the vehicle's path. On the left, a whit...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_12b168b2-0c37-4b7c-b7f3-e78165b24d5c.jpg	av_12b168b2-0c37-4b7c-b7f3-e78165b24d5c.mp4	av_12b168b2-0c37-4b7c-b7f3-e78165b24d5c
Two women are playing similar string instruments in a medium shot captured at eye level. Both have long, black hair adorned with pink rabbit ears headbands. They wear full-sleeved, V-neck purple shirts and partially visible black chokers. With their left hands, they hold the body of the black-stringed instrument, where...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_bd3c4211-c1b0-4287-b3ba-78391f00c88a.jpg	common_sense_bd3c4211-c1b0-4287-b3ba-78391f00c88a.mp4	common_sense_bd3c4211-c1b0-4287-b3ba-78391f00c88a
A video captured from inside a car, likely using a dashboard camera, shows a two-lane suburban street during late afternoon or early evening. The road is marked with a white dashed line down the center, and several cars are visible ahead, including a silver sedan directly in front and a blue car to its right. Residenti...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_ae344414-9a80-431f-bd23-12ba5d32716d.jpg	av_ae344414-9a80-431f-bd23-12ba5d32716d.mp4	av_ae344414-9a80-431f-bd23-12ba5d32716d
A close-up of a man in a stained shirt taking a drink of liquid from a clear bottle, set against a backdrop of dense green foliage, suggesting a jungle or forest environment. The natural light filters through the leaves, casting a warm glow on the man’s face and highlighting the moisture on his skin. The man, with dish...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_5581dd14-ab23-470b-9f3e-0a09bdb55850.jpg	common_sense_5581dd14-ab23-470b-9f3e-0a09bdb55850.mp4	common_sense_5581dd14-ab23-470b-9f3e-0a09bdb55850
The video opens in a well-lit indoor fencing gymnasium, characterized by its high ceilings, exposed beams, and large windows that allow ample natural light to stream in. The space is equipped with various fencing apparatus, including racks holding swords and other gear, and a few benches are visible near the back. The ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_280.jpg	human_280.mp4	human_280
An aerial view captures a vast agricultural field during the harvesting process, showcasing a green combine harvester actively working. The field is divided into two sections: the left side is already cleared, exposing the bare soil, while the right side remains covered with tall, unharvested corn stalks arranged in ne...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_107.jpg	industry_107.mp4	industry_107
A dynamic curling sequence captures a player in action on an indoor ice rink. Dressed in a white outfit with a red vest and black shoes, the player is crouched low, gripping a yellow curling broom in one hand and guiding a curling stone with the other. The stone, marked by a red handle and textured surface, is position...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_294.jpg	human_294.mp4	human_294
A dynamic driving sequence captured from inside a car, showcasing a multi-lane highway under a clear blue sky. The road is bordered by a metal guardrail on the right and lined with trees displaying vibrant autumn foliage. A green highway sign reading "EXIT 82 A" is prominently visible ahead, guiding the direction of tr...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_6fa7204a-8d92-444a-8f23-e6eba7078568.jpg	av_6fa7204a-8d92-444a-8f23-e6eba7078568.mp4	av_6fa7204a-8d92-444a-8f23-e6eba7078568
The video opens with a wide shot of a bustling shipping yard, showcasing rows of shipping containers in various colors, including red, white, green, and blue. Prominent branding such as "MAERSK" and "ZIM" is visible on many of the containers. The yard is enclosed by industrial buildings, with a few smaller containers a...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_106.jpg	industry_106.mp4	industry_106
A medium shot captures a swimmer in an indoor pool, wearing a white swim cap and goggles, and a red swimsuit, preparing to begin their stroke. The swimmer is positioned in the water, with lane dividers featuring alternating orange and white stripes visible in the foreground. Three other swimmers are present in adjacent...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_295.jpg	human_295.mp4	human_295
The video opens with a man walking towards a metal railing that runs parallel to a brick wall, set against the backdrop of a large building with red brick and gray stone accents. The building features arched windows and a staircase leading up to it. The railing is supported by the brick wall, which is adorned with some...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_281.jpg	human_281.mp4	human_281
An adult man stands on a podium, holding a bouquet wrapped in a yellow wrapper with flowers in shades of white, orange, and yellow, along with green foliage. He is dressed in a white judo gi adorned with the Chinese flag on the upper left chest side, a red symbol on his left shoulder, and a circular logo with a green s...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_9735bc8d-57d4-443c-b398-b4687d09ffc1.jpg	common_sense_9735bc8d-57d4-443c-b398-b4687d09ffc1.mp4	common_sense_9735bc8d-57d4-443c-b398-b4687d09ffc1
The video begins with a view from inside a vehicle, looking out through the windshield onto a residential street. The road is initially marked with yellow lines down the center, indicating a two-lane street, but then it disappears. On the right side of the road, there is a white pickup truck parked near several orange ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_4b8f4171-c3ae-4648-a796-7cbd4cf36625.jpg	av_4b8f4171-c3ae-4648-a796-7cbd4cf36625.mp4	av_4b8f4171-c3ae-4648-a796-7cbd4cf36625
A serene video captures four swans in a shallow wetland during a beautiful sunset, with warm golden hues casting a tranquil glow over the scene. The foreground is lush green grass, leading into the water where the swans are situated. The central swan stands prominently, preening its feathers, with its neck slightly rai...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_4226711-hd_1920_1080_30fps.jpg	misc_4226711-hd_1920_1080_30fps.mp4	misc_4226711-hd_1920_1080_30fps
The video begins with a close-up of a chainsaw blade labeled "Varna" positioned against a tree stump. The stump is rough and textured, with patches of peeling bark and exposed wood. The background is a blurred green grassy area, indicating an outdoor setting. As the video progresses, the chainsaw blade starts to cut in...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_112.jpg	industry_112.mp4	industry_112
A dynamic, first-person perspective video captures the experience of driving a convertible sports car through a bustling urban intersection during sunset. The camera, positioned inside the vehicle, provides a view of the road ahead, showcasing the car's sleek black interior with leather seats featuring a light-colored ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_287188dc-ce0c-4ab7-8364-4a2bfb015c1c.jpg	common_sense_287188dc-ce0c-4ab7-8364-4a2bfb015c1c.mp4	common_sense_287188dc-ce0c-4ab7-8364-4a2bfb015c1c
The video begins with a view from inside a vehicle, through the windshield, onto an urban street scene. The car is positioned under a concrete overpass, with the dashboard visible at the bottom of the frame. The road ahead is marked with a "STOP" sign, bike lane markings, and pedestrian crosswalks painted in white stri...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_3174082c-b0a4-44f8-87c0-b2eead522d75.jpg	av_3174082c-b0a4-44f8-87c0-b2eead522d75.mp4	av_3174082c-b0a4-44f8-87c0-b2eead522d75
The video opens with a nighttime scene captured from the perspective of a dashboard camera inside a vehicle that slowly moves to the center of the intersection, where it yields to the oncoming vehicle while waiting to make a left turn. The road ahead is dimly lit by streetlights, creating a soft glow that reflects off ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_1aab097c-2b50-4b60-8104-b1e6727b7615.jpg	av_1aab097c-2b50-4b60-8104-b1e6727b7615.mp4	av_1aab097c-2b50-4b60-8104-b1e6727b7615
The video opens with a scene set in an outdoor dining area, shaded by large green trees. Three closed red umbrellas are seen behind the table and chairs with a red-and-white checkered tablecloth. Four individuals are seated around the table: two men and one woman, all engaged in conversation and enjoying their meal. Th...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_256.jpg	human_256.mp4	human_256
The video opens with a lively nighttime street scene, likely in an urban area decorated for the holidays. The setting is illuminated by streetlights and festive lights strung along the buildings, creating a warm and inviting atmosphere. A diverse group of pedestrians is captured mid-stride, walking in opposite directio...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_242.jpg	human_242.mp4	human_242
A point-of-view video shot from inside a vehicle, likely captured by a dashboard camera, shows a suburban street intersection during a clear, sunny day. The sky is a vibrant blue, and the surroundings feature multi-story residential buildings with light-colored facades and balconies. Trees with lush green foliage line ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_6a0c672b-9603-410e-bb4b-323c7c1b8029.jpg	av_6a0c672b-9603-410e-bb4b-323c7c1b8029.mp4	av_6a0c672b-9603-410e-bb4b-323c7c1b8029
The video opens with a sweeping aerial view of a dense cluster of high-rise buildings, primarily beige in color, arranged in a tight formation. At the center, a distinctive building with a domed rooftop stands out, surrounded by lush greenery that forms a natural border. Adjacent to this area, smaller pink high-rises a...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_85430ff6-fd0e-4ed4-8a37-c5869be4e020.jpg	common_sense_85430ff6-fd0e-4ed4-8a37-c5869be4e020.mp4	common_sense_85430ff6-fd0e-4ed4-8a37-c5869be4e020
The video begins with a static shot of a tall, clear glass vessel placed on a wooden surface against a plain off-white wall. Inside the glass, there is a blue liquid with a green band marking the water level at the bottom. A small piece of crumpled white paper is suspended above the glass by a blue rubber band, positio...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_050.jpg	physics_050.mp4	physics_050
A static shot of a tall, clear glass placed on a wooden surface against a plain, light-colored background. Inside the glass, there is a vibrant blue liquid, and a distinct green band of tape marks a specific level within the glass. A wooden-handled grabber tool, with blue gripping ends, holds a potato above the glass. ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_044.jpg	physics_044.mp4	physics_044
The video captures a volleyball match between Thailand (THA) and Peru (PER), with the score displayed as THA 2-2 and PER 0-1. Set in an indoor stadium with red seats partially filled with spectators, the scene features a blue and green playing surface marked with standard volleyball lines. Teams are positioned on oppos...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_097.jpg	human_097.mp4	human_097
A live NBA game between the Golden State Warriors (GS) and the San Antonio Spurs (SA) is captured on ESPN, set in a bustling arena filled with enthusiastic fans. The scoreboard shows GS trailing SA 11-17 in the first quarter with 4:03 remaining. A technical foul has been called on Steve Kerr, the Warriors' head coach. ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_083.jpg	human_083.mp4	human_083
The video opens with a close-up shot of a clear plastic container labeled "WRAP-ON," resting on a black cloth-covered table. Inside the container, a coiled gray cable and several metallic clips are neatly arranged, accompanied by an informational sheet with text and diagrams. The container is set against an outdoor bac...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_068.jpg	human_068.mp4	human_068
A miniature kitchen setup designed for children's play is captured in this video. The scene features a white speckled countertop with a gray sink basin containing a toy corn cob and a toy knife. To the left, there is a toy stove with two black burners, and various toy vegetables, including a green cabbage, an orange ca...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_023.jpg	robot_023.mp4	robot_023
A close-up shot of a hydraulic press positioned on a metallic surface, set against a backdrop of green cabinets, indicating an industrial setting. Inside the press, a clear cylindrical container holds several kiwis and a tomato. The kiwis are adorned with googly eyes, giving them a playful appearance. The press slowly ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_093.jpg	physics_093.mp4	physics_093
A serene underwater scene unfolds, showcasing a sea turtle resting on a vibrant coral reef. The turtle's shell is intricately patterned with dark spots outlined in white, and its flippers are gently spread out. Several small fish, including one with yellow fins, swim around the turtle, cleaning its shell. The coral ree...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_1456996-hd_1920_1080_30fps.jpg	misc_1456996-hd_1920_1080_30fps.mp4	misc_1456996-hd_1920_1080_30fps
The video opens with a view of a wooden kitchen countertop. On the left side, a light blue cloth is neatly folded. In the center, a small metallic pot with two handles is placed, accompanied by a yellow-handled spoon lying horizontally on the table. There is a toy mushroom in the metallic pot. To the right, two cans ar...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_037.jpg	robot_037.mp4	robot_037
The video begins with a close-up view of a kitchen countertop where an orange cardboard box is placed. Inside the box, a black rectangular grill pan with blue handles is nestled on top of a blue circular object, likely a lid or another part of the pan's packaging. To the left of the box, a stainless steel sink with a s...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_054.jpg	human_054.mp4	human_054
A close-up shot captures a hand holding a round object wrapped in aluminum foil, moving towards a stainless steel refrigerator in a cluttered kitchen. The hand, belonging to someone with curly hair, approaches the fridge, opens it, and holds the foil-wrapped object steady as the camera follows the motion. The backgroun...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_040.jpg	human_040.mp4	human_040
A video captures a performer in a theatrical setting, dressed in an elaborate costume against a dark background. The performer wears a vibrant, multicolored hat adorned with feathers, predominantly green with hints of purple and pink, adding a whimsical touch to their ensemble. Their attire includes a patterned jacket ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_124.jpg	physics_124.mp4	physics_124
The video begins with a view from inside a vehicle driving across the Bay Bridge in San Francisco. The iconic bridge's towering concrete towers and intricate steel cables stretch into the overcast sky, creating a dramatic backdrop. Several cars are visible ahead, including a black sedan directly in front of the ego veh...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_bridge_tunnel_1_0.jpg	av_bridge_tunnel_1_0.mp4	av_bridge_tunnel_1_0
The video opens with a view from inside a car, looking out through its windshield at a bustling urban street scene. The focal point is a large, ornate red and gold gate archway, adorned with intricate designs and Chinese characters, marking the entrance to what appears to be a Chinatown district. The gate is flanked by...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_0553f23c-c4fe-4326-8bd2-40dd69d1452c.jpg	av_0553f23c-c4fe-4326-8bd2-40dd69d1452c.mp4	av_0553f23c-c4fe-4326-8bd2-40dd69d1452c
The video opens with a first-person perspective of a robotic unit navigating through a spacious industrial warehouse. The glossy concrete floor reflects the overhead lights, creating a bright and clean environment. At the center of the frame is a prominent metal conveyor belt supported by green frames, with a cardboard...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_143.jpg	robot_143.mp4	robot_143
The video opens with a group of people riding horses along a dirt path in a rural, sunny setting. The riders are dressed in casual attire, including cowboy hats and plaid shirts, and are accompanied by children wearing similar hats. The horses are brown with white markings on their faces, and they are equipped with sad...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_108.jpg	human_108.mp4	human_108
In a medium, eye-level shot, two women are depicted in a moment of shared sorrow. On the right, a young woman with long, straight black hair and a moss-green garment with a subtle black animal print stands beside an older woman. The young woman's head is slightly tilted towards the older woman, who has a round face, a ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_ef9755f6-81de-4385-a6bd-1e478d7a4600.jpg	common_sense_ef9755f6-81de-4385-a6bd-1e478d7a4600.mp4	common_sense_ef9755f6-81de-4385-a6bd-1e478d7a4600
A woman is jogging along a paved path beside a calm body of water, likely a river or lake, under an overcast sky. She is dressed in athletic attire, wearing a pink long-sleeved top layered under a brown puffer vest, and has her hair tied back. Her expression is focused yet relaxed, suggesting she is enjoying her run. T...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_120.jpg	human_120.mp4	human_120
A serene video captures two young elephants in a dry, reddish-brown landscape, likely a savanna or a dry riverbed. The ground is covered with loose dirt, and a fallen tree trunk lies horizontally in the background, adding to the natural setting. The two elephants are partially submerged in a small puddle of water, thei...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_3196505-sd_960_540_30fps.jpg	misc_3196505-sd_960_540_30fps.mp4	misc_3196505-sd_960_540_30fps
A child is seated on a spring ride-on toy shaped like a horse in an open grassy area with patches of dirt, likely a park or playground. The child is dressed warmly in a red polka-dot jacket, blue jeans, striped socks, and pink boots, and is wearing a pink knit hat adorned with a pattern. The setting includes a road cur...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_134.jpg	human_134.mp4	human_134
A cinematic boxing match unfolds in a dimly lit gym, where two muscular boxers face off in a ring. The boxer on the left, adorned with intricate tattoos on his arms and chest, wears a black helmet with a visor and blue Everlast gloves. He stands in a defensive stance, his body angled towards his opponent, with his tatt...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_4761738-uhd_4096_2160_25fps.jpg	misc_4761738-uhd_4096_2160_25fps.mp4	misc_4761738-uhd_4096_2160_25fps
A man is fishing, standing by a body of water with a serene backdrop of large, smooth rocks and lush greenery. He is wearing a light blue, long-sleeved shirt with the sleeves rolled up to his elbows, and a dark blue baseball cap adorned with a vibrant logo and black sunglasses. His body is angled to the side as he spea...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_23762d27-8b82-4f66-98f9-fd990b0c8750.jpg	common_sense_23762d27-8b82-4f66-98f9-fd990b0c8750.mp4	common_sense_23762d27-8b82-4f66-98f9-fd990b0c8750
A first-person view from inside a vehicle captures a rainy street intersection under an overcast sky. The windshield is streaked with rain, and the wipers are actively clearing the water. Several cars are visible ahead, including a dark-colored sedan directly in front and others further to the left with their brake lig...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_9f986144-dec3-490d-8c44-aed3a2727413.jpg	av_9f986144-dec3-490d-8c44-aed3a2727413.mp4	av_9f986144-dec3-490d-8c44-aed3a2727413
The video begins with a view from inside a black vehicle, positioned at an intersection marked by a stop lane marker on the road. The scene is set in a suburban area with a mix of residential houses and greenery. On the left side of the intersection, there's a dark-colored sedan parked along the curb. In front of the e...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_2ed9ef3e-510b-447d-a947-fdbcb3004285.jpg	av_2ed9ef3e-510b-447d-a947-fdbcb3004285.mp4	av_2ed9ef3e-510b-447d-a947-fdbcb3004285
In an underwater environment characterized by a pale blue hue from the pool lighting and tiled pool floor and walls, two individuals are central to the scene. One is fully equipped in scuba diving gear, including a black wetsuit, mask, and breathing apparatus, while the other is dressed in full ice hockey protective ge...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_7bfad0d4-3135-464a-875e-8c0a17c81b37.jpg	common_sense_7bfad0d4-3135-464a-875e-8c0a17c81b37.mp4	common_sense_7bfad0d4-3135-464a-875e-8c0a17c81b37
A close-up shot captures a conveyor belt system in an industrial facility processing freshly harvested tomatoes. The metallic conveyor belt runs horizontally, carrying a steady stream of orange-red tomatoes. The camera focuses on the tomatoes as they drop onto the conveyor belt, highlighting their vibrant color and smo...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_072.jpg	industry_072.mp4	industry_072
A close-up view of a lathe machine in operation within an industrial workshop captures the precision and intensity of the machining process. The metallic components of the lathe, including a robust, dark-colored base and a vertical column supporting the cutting tool, dominate the frame. The central focus is on the spin...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_066.jpg	industry_066.mp4	industry_066
A serene sky scene captured during either sunrise or sunset, characterized by a beautiful gradient of colors. The sky transitions from a deep blue at the top to a warm, golden yellow near the horizon, where the sun is partially visible, casting a radiant glow. Wispy, thin clouds are scattered throughout, varying in sha...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_1542008-hd_1920_1080_30fps.jpg	misc_1542008-hd_1920_1080_30fps.mp4	misc_1542008-hd_1920_1080_30fps
A medium shot of a man in a tan jacket and black shirt, wearing gloves, pushing a pallet jack loaded with two large silver kegs through an industrial brewery or warehouse. The man appears focused, moving steadily along a concrete floor that is slightly wet and clean. To the left, stacks of cardboard boxes, some wrapped...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_099.jpg	industry_099.mp4	industry_099
The video opens with an aerial shot of a tranquil lake surrounded by lush, verdant hills. A white motorboat, carrying a group of people, glides across the dark blue waters at a steady pace, leaving a trail of white foam in its wake. To the right, a red inflatable tube with two individuals onboard is towed along, adding...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_2711212-uhd_3840_2160_24fps.jpg	misc_2711212-uhd_3840_2160_24fps.mp4	misc_2711212-uhd_3840_2160_24fps
In a modern, well-lit kitchen with sleek white cabinetry and reflective surfaces, two women are engaged in a lively conversation. The woman on the right, sporting short blond hair and a shiny silver jacket, gestures animatedly with her left arm extended toward the camera, her expression lively and enthusiastic. Meanwhi...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_b3c6b0f5-2066-41d2-bc52-cf71ddda5ace.jpg	common_sense_b3c6b0f5-2066-41d2-bc52-cf71ddda5ace.mp4	common_sense_b3c6b0f5-2066-41d2-bc52-cf71ddda5ace
A documentary-style video captures a person meticulously coating a concrete roof with spray paint. Dressed in a white protective suit and equipped with a safety harness, the individual works at height, ensuring their safety. The roof is covered with dark gray, textured tiles, which the person systematically applies usi...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_070.jpg	industry_070.mp4	industry_070
A close-up view captures a skilled craftsman's gloved hands as they operate a plasma cutter in an industrial workshop. The workshop's backdrop features exposed brick walls and scattered tools, emphasizing a functional and utilitarian space. The plasma cutter emits a bright, focused flame, producing a cascade of sparks ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_064.jpg	industry_064.mp4	industry_064
A family of three—a man and two children—dances in sync with a robot toy in a dimly lit room. The backdrop consists of a dark curtain, and the floor is tiled, reflecting the colorful lighting that shifts throughout the sequence. The man, dressed in a plaid shirt over a black t-shirt and beige pants, stands at the cente...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	industry_058.jpg	industry_058.mp4	industry_058
The video opens with a scene of four children standing outdoors in the rain, dressed in brightly colored raincoats: yellow, dark blue, green, and black. They appear to be in a grassy area, possibly a backyard or park, with a red building faintly visible in the background. The rain is heavy, with water droplets visibly ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_122.jpg	human_122.mp4	human_122
The video opens with a serene scene of a dock extending into a calm lake, framed by a backdrop of snow-capped mountains under a clear blue sky. The dock is constructed of light-colored wood with a metal railing and a central cylindrical post. Two shirtless individuals wearing black swim shorts enter the frame from the ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_136.jpg	human_136.mp4	human_136
The video opens with a robotic unit standing on the floor, featuring two arms dressed in gray and black clothing, with additional black clothing near its base. The unit is mounted on a wheeled base and positioned on a light-colored carpeted floor against white-painted walls. In front of the robotic unit lies a dark-col...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_141.jpg	robot_141.mp4	robot_141
In this cooking video, two male individuals are actively engaged in preparing a dish in a small professional kitchen. The chef in the foreground, wearing a white chef's hat with a blue stripe and patterned gray circles, a red uniform shirt with two white stripes in the neck, and sleeves featuring a blue and white logo ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_d89501c6-78d1-4af6-bb04-d3bce9125259.jpg	common_sense_d89501c6-78d1-4af6-bb04-d3bce9125259.mp4	common_sense_d89501c6-78d1-4af6-bb04-d3bce9125259
A serene outdoor scene unfolds in a grassy field under an overcast sky. A person stands on the left side of the frame, holding a long stick with a bubble wand attached to it. They are actively creating large, colorful soap bubbles that float gracefully through the air. The bubbles are translucent with vibrant hues of b...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	physics_126.jpg	physics_126.mp4	physics_126
A close-up shot captures the intense moment when a powerful ocean wave breaks. The wave, a vibrant shade of deep blue-green, curls over itself before collapsing, releasing a dramatic burst of white, frothy water into the air. The frothy spray spreads outward, creating a striking contrast against the darker hues of the ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	misc_19923962-uhd_3840_2160_24fps.jpg	misc_19923962-uhd_3840_2160_24fps.mp4	misc_19923962-uhd_3840_2160_24fps
A high-definition video capturing the operation of an automated assembly line within a factory setting, focusing on a robotic arm engaged in precise component placement. The initial frame showcases the intricate machinery, with the robotic arm, composed of multiple joints and equipped with a tool or nozzle, positioned ...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_182.jpg	robot_182.mp4	robot_182
The video opens with a view from inside a vehicle, looking out onto a two-lane road in a suburban area under an overcast sky. The road markings include a straight path, a left-turn arrow, a right-turn arrow, a stop marking, and a bicycle symbol, all clearly visible on the road surface. On the left side of the road, the...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_ba361e3c-bea8-48c0-b92a-33e00bc7fe55.jpg	av_ba361e3c-bea8-48c0-b92a-33e00bc7fe55.mp4	av_ba361e3c-bea8-48c0-b92a-33e00bc7fe55
A man with a stubbled beard and short hair, dressed in a dark sportcoat, shirt, and pants, walks and talks in a luxurious, opulent interior. The environment exudes elegance with a color palette of white, gold, and black, illuminated by a warm blend of artificial and natural lighting from the windows and the ceiling, re...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	common_sense_dd7a37dd-f5c6-4b87-ab1d-b4c402bb1d34.jpg	common_sense_dd7a37dd-f5c6-4b87-ab1d-b4c402bb1d34.mp4	common_sense_dd7a37dd-f5c6-4b87-ab1d-b4c402bb1d34
The video opens with a view from inside a vehicle, looking out through the windshield onto a quiet residential street. The dashboard is visible at the bottom of the frame. A red and white ambulance is driving down the center of the road, moving away from the viewer. On the left side of the road, two white vans are seen...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	av_cbf12e70-0268-42c2-bd91-c76d42a86102.jpg	av_cbf12e70-0268-42c2-bd91-c76d42a86102.mp4	av_cbf12e70-0268-42c2-bd91-c76d42a86102
A close-up shot captures two hands holding a small, round, beige-colored ceramic bowl and a clear glass bottle with a textured, ribbed design near its neck. The bowl, slightly worn with visible imperfections, is rotated to reveal its interior and the texture of the clay. The hands are positioned above a rectangular, da...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	human_056.jpg	human_056.mp4	human_056
The video opens with a view of a laundry room setting, featuring a partially visible washing machine with its door open. Inside the machine, a black robotic arm with a claw-like mechanism is positioned above a white plastic basket resting on a light-colored countertop. The basket contains neatly folded cloths in variou...	[ "aesthetic_quality", "background_consistency", "imaging_quality", "motion_smoothness", "overall_consistency", "subject_consistency", "i2v_background", "i2v_subject" ]	robot_009.jpg	robot_009.mp4	robot_009

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Physical AI Bench - Generation

Paper | Code

Dataset Description

The PAI-Bench is a benchmark to measure the progress of world models quantitatively. The predict task contains a list of 1044 samples of text prompts, conditioning images, and qa pairs, covering Physical AI target domains including autonomous vehicle (AV) driving, robotics, industry (smart space), physics, human, and common sense. All the questions are binary questions, and the answer is either Yes or No. Our dataset is a benchmark designed to evaluate world models for Physical AI.

This dataset is ready for non-commercial use.

License/Terms of Use

The use of this dataset is governed by CC BY-NC 4.0.

Intended Usage

This benchmark dataset is intended to demonstrate and facilitate the understanding and evaluation of world models for Physical AI. It should primarily be used for educational and demonstration purposes.

Dataset Characterization

This dataset focuses on the following areas: Autonomous Vehicle (AV) driving, Robotics, Industry (smart space), Physics, Human, Common Sense.

Data Collection Method

AV: Automatic/Sensors
Industry: Automatic/Sensors
Physics: Automatic/Sensors
Robotics: Automatic/Sensors
Human: Automatic/Sensors
Common Sense: Human

Labeling Method

AV: Hybrid: Human, Automated
Industry: Hybrid: Human, Automated
Physics: Hybrid: Human, Automated
Robotics: Hybrid: Human, Automated
Human: Hybrid: Human, Automated
Common Sense: Hybrid: Human, Automated

Folder Structure

pbench/
├── condition_image/                       # Conditioning images for all domains
├── vqa/                                   # Visual Question Answering pairs
└── cosmos_predict2_bench_full_info.json   # Complete dataset metadata

Dataset Format

Modality: Image (jpg) and Text

Dataset Quantification

The dataset is stored in JSON files. The quantity, including the conditioning images, text prompts, and qa pairs, of the Pbench dataset is described in the table below.

Domain	Quantity
AV	118
Common Sense	239
Human	299
Industry	107
Physics	107
Robotics	174
Total Storage Size	226 MB

Citation

If you use Physical AI Bench in your research, please cite:

@misc{zhou2025paibenchcomprehensivebenchmarkphysical,
      title={PAI-Bench: A Comprehensive Benchmark For Physical AI}, 
      author={Fengzhe Zhou and Jiannan Huang and Jialuo Li and Deva Ramanan and Humphrey Shi},
      year={2025},
      eprint={2512.01989},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2512.01989}, 
}

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A comprehensive benchmark for Physical AI • 5 items • Updated Feb 24 • 1

Paper for shi-labs/physical-ai-bench-generation

PAI-Bench: A Comprehensive Benchmark For Physical AI

Paper • 2512.01989 • Published Dec 1, 2025 • 6