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[ "A baby is standing in front of a house.", "A little girl in a white jacket and sandals.", "A young child stands in front of a house.", "A child is wearing a white shirt and standing on a side walk. ", "A little boy is standing in his diaper with a white shirt on.", "A child wearing a diaper and shoes stands on the sidewalk.", "A child is wearing a light-colored shirt during the daytime.", "A little kid standing on the pavement in a shirt. ", "Black and white photo of a little girl smiling.", "a cute baby is standing alone with white shirt" ]
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[ "An elephant standing in front of a tree, wearing a saddle on it's back.", "An elephant mounted with a chair and another beside it afar ", "An elephant with a bundle on its back stands in some dirt. ", "An elephant standing with a wooden carrier on it. ", "An elephant has a bigbasket on its back.", "The elephants have baskets on their backs. ", "elephant close to the tree with a chair", "An elephant with a cushion on his back.", "A large elephant with a wooden seat on top of him.", "Elephant with chair strapped to back and mouth open." ]
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[ "Cans, a cup, and two boxes are next to each other.", "A group of coffee and energy drinks sitting on a hard surface.", "Coffee and energy drinks are sitting on a counter.", "Two cans of Redbull along with several other energy drink supplements and a Starbucks coffee cup.", "Several different products that have caffeine in them. ", "The multiple choices of energy drinks are sitting on a counter.", "A bunch of different drinks on a table. ", "Energy drinks including coffee and Red Bull are displayed on a table.", "Starbucks cup of coffee,red bull and others drinks", "A variety of products to help boost energy." ]
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[ "Bunches of parsley are on display above some carrots.", "A produce section has cilantro, carrots and spinach.", "Fresh greenery on a white wire shelf with carrots in the background.", "Produce shelf stocked with carrots and green vegetables. ", "Some leaves are next to a white board and other objects.", "A leafy vegetable is hanging above other vegetables. ", "A bunch of leaves sit on the shelf above the carrots.", "A shelf of fresh cilantro and carrots below on a shelf. ", "Vegetables and greens are on display for sale.", "Several bunches of cilantro sit on a shelf." ]
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[ "A BLUE JAY IS SITTING ON THE BRANCH OF A TREE.", "A blue jay is building a nest with twigs on a tree branch. ", "A single blue jay perched in a tree.", "A blue jack is perched on a large branch of tree and looking down.", "A bird siting on the trunk of a tree ", "A blue jay is on a tree branch.", "A blue jay sits on a tree branch on a sunny day.", "A blue jay perched up on a tree branch.", "A sure sign of spring is seeing blue jays in the leafless tree branches. ", "A blue jay sitting in a tree with many twigs sticking out of it." ]
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[ "A painting of 5 cello's with a green background. ", "A painting with a green background shows six fiddles of varying size hanging from some type of rack.", "Six violins of varying sizes in front of a green background.", "Some violins are beside each other and in front of a green background.", "Several small violins hang from hooks on a wall. ", "A group of violins of different sizes hanging on the wall.", "A row of 6 violins in front of a green wall.", "a painting of six violins that are hanged in a row", "A painting of various wooden stringed instruments such as cellos and violins.", "A drawing of a row of violins next to each other." ]
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[ "A white tapered three layer cake has little human figures sitting on the steps of the layers.", "A wedding cake decorated with little figurines. ", "The birthday cake is well decorated with other things.", "A glass dish on a white table cloth holds a three-tiered cake ringed with small geisha girls, including one on top with a crown. ", "A three layer cake with with toys on each layer.", "A three tier birthday cake with multiple characters sitting on each tier.", "Three tiered cake with Japanese women around it on each level on a clear cake plate on a table. ", "A three layer white cake with blue,pink,red and green figures on top.", "A cake contains monarchical and other colorful decorative figures.", "A tall cake decorated with toys and placed on a table " ]
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[ "A man in a wheelchair bike thrusting himself¬", "A man in a wheel chair bike and a helmet on.", "A man in a black, red and white outfit is riding a 3 wheeled bicycle on a roadway. ", "A man is riding a strange bike and pedaling with his arms.", "A man on a short bicycle wearing a helmet pushes a bicycle with his hands.", "A man in a helmet rides a specialized racing bicycle. ", "a man in a white t shirt on a special bycycle", "A man in white is using a modified handicapped bicycle.", "A person with no legs rides in a special bike.", "A handicapped person races on a specially built bike." ]
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[ "A shabby garage stands next to a brown-red residential building.", "An run down garage, next to a building.", "An old white garage is next to a brown building in front of trees.", "A white garage in disrepair next to a house.", "a garage that is not in a good shape next to a building", "The large building appears to be a garage.", "A tiny one car garage made of dented sheet metal in the middle of a driveway.", "A garage contains a dented metallic side wall.", "An old white aluminum windowless garage, in disrepair, next to a building.", "A one car garage with galvanized steel outside walls." ]
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[ "Man in helmet standing on an airborne jet ski.", "A jetskier jumping in midair off a wave¬", "A person with jeans and a white helmet on a jet ski ", "A man wearing a helmet rides a jet ski and become airborne in the water.", "A helmeted man in jeans stands on a tiny power boat as it flies off the top of a wave into the air.", "a man riding a jet ski and hopping over the ocean", "Someone is riding a jet ski in the water.", "A person jumps a jet ski out of the water.", "A man in a helmet doing a jump on a jet ski.", "A person is in a jet ski doing a trick." ]
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[ "A sports car is on the back of a truck. ", "A man is loading a silver car onto a tow truck.", "A car that is sitting up on a tow truck in the street.", "A car on a ramp that is on a down angle.", "A grey sports car is on top of a tow truck.", "A silver sports car on a tow truck bed. ", "A silver car is being loaded by a man onto a rowback", "Silver sports car being towed by a man in a yellow vest.", "Silver sports car being loaded onto tow truck by man in vest.", "A man in a yellow vest securing a silver car on a flatbed tow truck." ]
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[ "A microphone sits in front of a desk with a large computer on it. ", "A computer desk with several monitors and a microphone.", "A desk with key boards, computer screen, laptop, bottles.", "Several computers and a microphone are set up here.", "A MICROPHONE IS PLACED IN FRONT OF A COMPUTER TABLE.", "Several monitors are on a desk near a microphone. ", "A home studio is shown with a complete computer set up and microphone.", "The people are there with the desk now.", "A laptop in front of a computer monitor.", "A microphone set up in front of a desk that has three computers on it." ]
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[ "A baseball player is swinging his bat to hit the ball.", "A baseball player swinging his bat at a ball. ", "The boy is playing baseball along the baseball field.", "A person is swinging a bat towards the baseball.", "A person in blue is swinging a baseball bat at the ball.", "A baseball player wearing a light blue top making contact with a pitch.", "A baseball player in blue and gray is swinging the bat and the ball is basically touching the bat.", "A a baseball player aiming his bat at the ball ", "A man is swing a baseball bat at a ball wearing a baseball helmet and blue and grays baseball uniform", "The batter swings his bat and hits the ball." ]
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[ "Two men sitting on top of an army tank.", "Two men are riding on a large tank in the woods.", "Two men sit atop a tank that is painted with camouflage. ", "Two older men sitting on a camouflage tank. ", "Two men are sitting on a tank that is camo.", "A small tank carrying two people through the woods. ", "Two men ride on top of a tank.", "Two men are riding a tank vehicle outside.", "Two men sitting on a military tank in the woods. ", "Two men in a military style vehicle with a small cannon it it." ]
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[ "An r/c car has its shell sitting next to it.", "A remote controlled racing car being disassembled on the floor.", "The black remote control car is resting next to some red parts that need to be put on. ", "A toy car has its exterior removed to expose the inside.", "A remote control car with accessories sitting by it.", "A model car with accessories is on the floor.", "A remote control car sits in three pieces on a table.", "A toy car of a race car model with some part beside it ", "A toy car with the cover removed is on a counter.", "Black and red RC car toy taken apart." ]
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[ "Two lynxes sitting next to each other on a rock", "Two leopards sitting on a rocky ledge in zoo enclosure surrounded by trees.", "The two leopards are resting on top of a rock ledge.", "The carnivore is large with the lynx there now.", "Two leopards sit on rocks inside a fenced off area.", "Two cheetahs lounge on the rocks in a zoo setting.", "two leopards sitting on a stone ledge outside in the sun", "Two leopards are on the surface of a large, flat rock.", "Two leopards, in a cage, laying a top some rocks.", "Two leopards are sitting on top of a rock. " ]
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[ "A road bike being tested indoor on a stand", "Riding a white standstill bicycle in white heels.", "A woman in white shoes riding on an exorcise bike.", "person sitting on an exercise bicycle with onlookers behind them", "A person on a stationary bicycle, with other people standing around.", "an exercise bicycle is in a room with someone on it.", "a stationary bicycle sitting in the middle of the room. A person is sitting on it, while other people stand in the background. ", "A women riding an exercise bike with several people looking on.", "A woman wearing white heels and clothing that is not appropriate to workout in is on a workout bike. ", "A person riding a stationary bike while others watch" ]
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[ "A landing with a comfortable sofa and nautical decorations sits in front of a pool.", "A rest area sitting by a pool at a beach resort.", "A wooden deck with patio furniture and a tree. ", "Water house surrounded by a pool, wood deck and building in the backround", "Wicker lounge furniture on a wooden deck in front of the water.", "A large piece of furniture with pillows on it sits near a pool. ", "A pool is next to a tree and a building.", "A couch and straw furniture stand next to wood boxes by a pool.", "A bunch of wood crates and a round chair near a swimming pool.", "comfortable seating arrangement is around a swimming pool." ]
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[ "An SLR camera with telephoto lens rests on a tripod.", "A camera was set on a tripod against a tan curtain.", "A camera resting on a tripod with a curtain in the background.", "A tripod holds a camera and is in front of a curtain.", "A camera is mounted on a black tripod in front of curtains.", "A BLACK COLOR CAMERA IS FITTED ON THE TRIPOD STAND.", "Thet tripod is there with the large camera on it.", "A black and grey camera is mounted on a tripod.", "A camera with an long zoom lens is sitting on the tripod.", "Camera on tripod with a long focus lens attached" ]
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[ "A six-petaled white flower lays on top of a circle of six silver coins.", "Circle of coins with a white lily in the middle.", "A few silver coins on the outside of a flower.", "A lily in the center surrounded by silver coins.", "Six coinlike objects are surrounding a white flower.", "Six metal coins lined in a circle with a lily in the middle. ", "A flower in the middle of six coins forming a circle ", "Several coins in a circle with a flower in the middle.", "Several silver coins sit arranged around a white flower. ", "the large coin was well designed and nice." ]
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[ "A woman kicking at a ball on a field.", "A women in shorts kicking a soccer ball.", "A woman in black winds up to kick a football.", "A person in a uniform is running to kick a soccer ball. ", "A soccer player runs up and kicks a soccer ball.", "Person kicking soccer ball in black and white uniform.", "a person is kicking a soccer ball in a field", "A woman wearing blue kicks a soccer ball.", "The large person is playing on the soccer field.", "A woman kicks a soccer ball across the field." ]
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[ "A person that is about to get into an old school retro van. ", "A man looks into a blue mini bus on a parking lot.", "A younger person with red shoes is loading something into his baby blue VW Van.", "A person standing in front of the open door of a blue comby van.", "Someone standing beside a light blue van with a tire mounted to the front.", "A man loading his camper van for a trip. ", "A blue bus with white roof and a person getting in the side.", "a baby blue van with side door open", "A older style van parked in a lot with the door open an a person looking inside. ", "Vintage, blue Volkswagon van parked where a man is entering side door." ]
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[ "A white limousine driving down a road. ", "A white limousine with it's door open in front of trees", "A white limousine is stopped by a road with a door open.", "A white limo with many trees in the background.", "A white limousine sits on the road with a dense forest in the background.", "The limo is white in color and is parked on the asphalt. ", "A solid white stretch limousine on the road side with a large expanse of spruce trees behind it.", "a white limo is parked to the side", "a white limousine car with the passenger side door open.", "A white limousine is park with a mountain in the background." ]
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[ "A model in a pink dress walking the runway.", "A lady in pink dress walking down the stage and another lady coming behind her ", "A woman in a pink, flowing dress, walks down a modeling runway.", "The woman is standing on the runway in park.", "A female model walks down a runway at a fashion show wearing a flowy mauve colored dress.", "A tall willowy girls walks a fashion runway.", "a woman in a pink dress walking down a catwalk", "A woman on a runway in a dress walking.", "A woman walking down the runway wearing a dress.", "A female model is walking down the catwalk in a pink dress." ]
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[ "A man and woman near a parked blue car.", "A man in glasses in a black shirt and blue jeans holding a note book, looking at a light blue car, and a woman at the front of the car.", "A man and woman are standing in a parking garage beside a grey car.", "A man standing in front of a blue car in a parking garage.", "A man, woman and blue car in a parking garage.", "a blue car parked in a garage and a man and woman standing by it", "A blue car is next to a wall and a couple people.", "Man putting money in his wallet standing beside blue Volvo ", "The man wants to buy the car so he is counting his money.", "A man with a notebook and a woman standing in front of a blue car. " ]
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[ "A man in red shirt aiming a rifle at the sky¬", "A man aiming a large rifle with a red hat and shirt on.", "Man taking aim for a skill shot with his rifle. ", "A man shooting a shotgun into the air.", "Man in red shirt and red hat holding a shotgun.", "A person wearing red hat, red shirt, is holding a rifle.", "A sportsman in cap and sunglasses aims a shotgun.", "A man dressed in red is wearing sunglasses while he shoots a rifle.", "A man is a red hat and shirt is shooting a gun in the air. ", "Man wearing red baseball hat and red and white shirt holding gun up to shoulder outdoors. " ]
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[ "A pink beverage with lemon and ice cubes in it.", "A red cocktail with with salt around the rim and a lemon on the rim.", "A glass of pink liquid with ice cubes and a lemon slice.", "A clear glass has a red liquid in it and a lemon slice on it.", "a cocktail drink with a lemon and ice cubes in it", "A red cocktail drink with salt and fruit on the rim of the glass. ", "A cup of cocktail served with a straw and a fruit at the brim ", "A fancy red beverage with lemon wedge on rim. ", "A glass with salt on the rim and some booze in them.", "The drink is garnished with green onion, a slice of lemon and salt around the rim." ]
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[ "Three airplanes, one with the areas where pilots sit open, and some people standing around them.", "Three planes are being worked on in an aircraft carrier", "A group of people next to a plane sitting on a tarmac. ", "The deck of a navy ship with multiple planes parked on it.", "Under a blue sky with fluffy white clouds, the military style planes sit on the tarmac. ", "Three military airplanes, the one in the middle with windshields pointed up.", "Three airplanes parked on a runway with a few men walking around the planes. ", "Small planes parked on the runway together outside.", "Several airplanes are on the ground near a body of water. ", "Three planes parked, one with the cockpit hoods open. " ]
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[ "A bunch of small dead fish lying on a white plate.", "A group of small fish that will be used for a meal. ", "A group of fish laying on a white surface.", "A bunch of dead brown fish on a counter.", "Several shiny black and gold fish with clear eyes on display.", "The small fish are in a pile on the counter.", "A group of small fish are bundled together against a white background.", "A large pile of dead small black fish.", "A lot of dead fish are on a white background.", "a group of fish is lying in a pile" ]
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Large-scale Multi-modality Models Evaluation Suite

Accelerating the development of large-scale multi-modality models (LMMs) with lmms-eval

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This Dataset

This is a formatted version of NoCaps. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.

@inproceedings{Agrawal_2019,
   title={nocaps: novel object captioning at scale},
   url={http://dx.doi.org/10.1109/ICCV.2019.00904},
   DOI={10.1109/iccv.2019.00904},
   booktitle={2019 IEEE/CVF International Conference on Computer Vision (ICCV)},
   publisher={IEEE},
   author={Agrawal, Harsh and Desai, Karan and Wang, Yufei and Chen, Xinlei and Jain, Rishabh and Johnson, Mark and Batra, Dhruv and Parikh, Devi and Lee, Stefan and Anderson, Peter},
   year={2019},
   month=oct }
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