Datasets:

AbdulmalekDS
/

Dense-Set

split stringclasses 1 value	sentences listlengths 3 6	sentids listlengths 3 6	rare_classes listlengths 3 6
test	[ "A woman stands in the dining area at the table.", "A room with chairs, a table, a refrigerator, and a woman in it.", "A woman standing in a kitchen by a window", "A person standing at a table in a room with a refrigerator.", "A living area with a television, a table, and a person." ]	[ 1, 2, 3, 4, 5 ]	[ [ "person" ], [ "refrigerator" ], [ "person" ], [ "refrigerator" ], [ "person" ] ]
test	[ "A small kitchen with a low ceiling, a chair, and a microwave.", "A small kitchen area with sunlight streaming in, an angled ceiling, a refrigerator, and a vase.", "an image of a kitchen loft style setting featuring a dining table and a bowl" ]	[ 6, 7, 8 ]	[ [ "chair", "microwave" ], [ "refrigerator", "vase" ], [ "dining table", "bowl" ] ]
test	[ "This table is filled with a variety of different dishes.", "A variety of food in dishes is displayed on a table, with a fork nearby.", "Table of food including carrots, peas, salad, corn, gravy, pies, bread", "A table laid out with food such as salad, steamed peas and carrots, steamed corn, and bread rolls, ...	[ 9, 10, 11, 12, 13 ]	[ [ "dining table" ], [ "fork" ], [ "dining table" ], [ "fork" ], [ "dining table" ] ]
test	[ "There is a small bus with several people standing next to it, one of whom is carrying a backpack.", "People standing beside a bus, talking to each other, with a motorcycle nearby.", "People eating from food trucks near a commemorative archway, with a bus in the background.", "Several people walking on a side...	[ 14, 15, 16, 17, 18 ]	[ [ "backpack" ], [ "motorcycle" ], [ "bus" ], [ "handbag" ], [ "car" ] ]
test	[ "A man standing in front of a microwave next to pots and pans.", "A man displaying pots, utensils, and a clock on a wall.", "A man stands in a kitchen and motions towards pots, pans, and an oven.", "a man poses in front of some pots and pans ", "A man pointing to pots hanging from a pegboard on a gray wall,...	[ 19, 20, 21, 22, 23 ]	[ [ "person" ], [ "clock" ], [ "oven" ], [ "person" ], [ "clock" ] ]
test	[ "There is no image here to provide a description for, but a tennis racket is mentioned.", "A male tennis player is in the middle of his game, holding a tennis racket.", "A tennis player runs to hit the ball with a tennis racket.", "A person is playing tennis in a stadium, holding a tennis racket.", "A tenni...	[ 24, 25, 26, 27, 28 ]	[ [ "tennis racket" ], [ "tennis racket" ], [ "tennis racket" ], [ "tennis racket" ], [ "tennis racket" ] ]
test	[ "a sandwich in a plastic food basket on a table next to a cell phone.", "Sandwich and a lollipop in a bright orange serving tray sitting on a table.", "Two plastic baskets filled with food and a spoon sitting on top of a table.", "On the table are a sandwich, a sucker, and a fork.", "A sandwich sitting in a...	[ 29, 30, 31, 32, 33 ]	[ [ "cell phone" ], [ "dining table" ], [ "spoon" ], [ "fork" ], [ "cell phone" ] ]
test	[ "A bus parked in a large parking lot ", "A yellow bus pulled up to the curb by a hedge", "A feel good bus parked on what looks like bricks. ", "A big, yellow \"Feel Good Bus\" waits on the pavement.", "A bus with lots of graphics on the side and the windows." ]	[ 34, 35, 36, 37, 38 ]	[ [ "bus" ], [ "bus" ], [ "bus" ], [ "bus" ], [ "bus" ] ]
test	[ "The stove has a coffee pot on the burner and a pot in the oven.", "An oven with a black pan and a bowl inside of it.", "An oven is open while a pot is inside, with a refrigerator in the scene.", "THERE IS FOOD IN THE OPEN DOOR OVEN WITH A SPOON", "A black oven with an open door has a pot in it." ]	[ 39, 40, 41, 42, 43 ]	[ [ "oven" ], [ "bowl" ], [ "refrigerator" ], [ "spoon" ], [ "oven" ] ]
test	[ "The people are posing for a group photo, each with a backpack.", "A large family poses for a picture on a tennis court, handbag in hand.", "A group of young children standing next to each other, each with a backpack.", "A group of people standing near a tennis net, one of them holding a handbag.", "A group...	[ 44, 45, 46, 47, 48 ]	[ [ "backpack" ], [ "handbag" ], [ "backpack" ], [ "handbag" ], [ "backpack" ] ]
test	[ "Kids playing a game of baseball with a baseball glove while people watch.", "Parents watching young boys playing baseball in the sun, holding a bottle.", "A young boy is at home plate in a baseball game holding a baseball bat.", "A baseball game taking place at a baseball field, with a baseball glove in the ...	[ 49, 50, 51, 52, 53 ]	[ [ "baseball glove" ], [ "bottle" ], [ "baseball bat" ], [ "baseball glove" ], [ "bottle" ] ]
test	[ "A man taking a swing at a ball on the court with a tennis racket.", "A tennis game is being played on a brown court, with a backpack resting beside the net.", "A woman on a tennis court swinging her racquet.", "A man on a tennis court hitting the ball, backpack on his back.", "A guy playing tennis with a r...	[ 54, 55, 56, 57, 58 ]	[ [ "tennis racket" ], [ "backpack" ], [ "tennis racket" ], [ "backpack" ], [ "tennis racket" ] ]
test	[ "A guy stops himself from falling off of his skateboard. ", "A boy attempts to skateboard through a street while holding a handbag.", "A man riding a skateboard down a street.", "A boy kneeling on a skateboard, handbag in hand, going down the road.", "A boy catching himself while riding a skateboard." ]	[ 59, 60, 61, 62, 63 ]	[ [ "skateboard" ], [ "handbag" ], [ "skateboard" ], [ "handbag" ], [ "skateboard" ] ]
test	[ "A man sitting on top of a bench near some pigeons.", "A person sits on a bench feeding birds, with a car parked nearby.", "A man sitting on a bench surrounded by birds, holding a handbag.", "a man sits on a park bench surrounded by pidgeons", "A man on a bench covered with birds sits beside a car." ]	[ 64, 65, 66, 67, 68 ]	[ [ "bench" ], [ "car" ], [ "handbag" ], [ "bench" ], [ "car" ] ]
test	[ "A plate of finger foods next to a blue and raspberry topped cake.", "A nicely set dining table filled with food and a cake topped with berries.", "a close up of a table with many plates of food and a bowl", "A table topped with a cake covered in berries next to a plate of sandwiches.", "A white cake topped...	[ 69, 70, 71, 72, 73 ]	[ [ "cake" ], [ "dining table" ], [ "bowl" ], [ "cake" ], [ "dining table" ] ]
test	[ "A man hitting a tennis ball with a racquet.", "Champion tennis player swats at the ball with a tennis racket, hoping to win.", "A man is hitting his tennis ball with a recket on the court.", "a tennis player on a court with a racket", "A professional tennis player hits a ball as fans watch." ]	[ 74, 75, 76, 77, 78 ]	[ [ "sports ball" ], [ "tennis racket" ], [ "sports ball" ], [ "tennis racket" ], [ "sports ball" ] ]
test	[ "A group of people riding skis down a snow-covered street, with a truck passing by.", "A family skiing a city street while others clean snow off their cars, with a backpack resting on the curb.", "People are riding on skis in the snow on a street, with a truck passing by.", "Several people with backpacks skii...	[ 79, 80, 81, 82, 83 ]	[ [ "truck" ], [ "backpack" ], [ "truck" ], [ "backpack" ], [ "truck" ] ]
test	[ "a white couch, a brown chair, a person, a ceiling fan, a table, and a TV.", "A flat screen TV sitting in a living room next to furniture, with a bowl on the coffee table.", "A large living room with couches, a television, and a handbag.", "a couple of sofas in a living room area with a potted plant", "A lo...	[ 84, 85, 86, 87, 88 ]	[ [ "tv" ], [ "bowl" ], [ "handbag" ], [ "potted plant" ], [ "tv" ] ]
test	[ "People in navy uniforms, one person talking on a walkie‑talkie, and a keyboard.", "Group of sailors in a command center with one talking on a walkie talkie while holding a cell phone.", "Many members of the navy work while on a ship, typing on a keyboard.", "A crew of sea men commanding a boat from the comma...	[ 89, 90, 91, 92, 93 ]	[ [ "keyboard" ], [ "cell phone" ], [ "keyboard" ], [ "cell phone" ], [ "keyboard" ] ]
test	[ "A man sticking his head out of a doorway into a rainy city street, with a horse nearby.", "A man peeks out a window during a light rain, holding a bicycle.", "People are walking in the rain holding umbrellas, passing a dining table.", "People walking outside in the rain under umbrellas, one carrying a handba...	[ 94, 95, 96, 97, 98 ]	[ [ "horse" ], [ "bicycle" ], [ "dining table" ], [ "handbag" ], [ "horse" ] ]
test	[ "A table with wine glasses, bottles of wine, and a cup.", "There are bottles of wine, wine glasses, and a bowl arranged on a table.", "THERE ARE A LOT OF WINE GLASSES AND A CUP ON THE TABLE", "A selection of wines, wineglasses, and a bowl sit on a table.", "Six bottles have been placed near many wine glasse...	[ 99, 100, 101, 102, 103 ]	[ [ "cup" ], [ "bowl" ], [ "cup" ], [ "bowl" ], [ "cup" ] ]
test	[ "A table topped with six glasses of booze.", "THERE ARE A LOT OF WINE GLASSES AND A BOTTLE ON THE TABLE", "A person presents several glasses of wine on a red mat.", "A table is full of wine glasses with wine poured into them, and a bowl sits on the table.", "Several wine glasses placed on a glass table fill...	[ 104, 105, 106, 107, 108 ]	[ [ "dining table" ], [ "bottle" ], [ "person" ], [ "bowl" ], [ "dining table" ] ]
test	[ "The people are ready to go out on the water for their surfing lessons, with an umbrella nearby.", "A guy watches a girl get on her surfboard, umbrella in hand.", "A girl and a boy are standing at the water's edge with surfboards at their feet, an umbrella beside them.", "A beautiful woman stands on a surfboa...	[ 109, 110, 111, 112, 113 ]	[ [ "umbrella" ], [ "umbrella" ], [ "umbrella" ], [ "umbrella" ], [ "umbrella" ] ]
test	[ "A group of people next to a bus with skis and backpacks.", "A snowy slope with a group of people standing around luggage beside a bus.", "The group of people are boarding the bus. ", "A bunch of people are together in the snow, and a bus is parked nearby.", "A bus is parked beside the ski supplies set up o...	[ 114, 115, 116, 117, 118 ]	[ [ "bus" ], [ "bus" ], [ "bus" ], [ "bus" ], [ "bus" ] ]
test	[ "A table topped with trays full of hot dogs and a handbag.", "The table is set up with the food for people to grab what they like. ", "A table of food that includes hotdogs, desserts, and a handbag.", "A table covered in hotdogs, sodas, and cake is pictured.", "a table with many different food items, a cake...	[ 119, 120, 121, 122, 123 ]	[ [ "handbag" ], [ "dining table" ], [ "handbag" ], [ "dining table" ], [ "handbag" ] ]
test	[ "A man is shaking hands with another man, holding a knife.", "Two men shake hands at a formal dinner gathering, each holding a knife.", "Two men standing next to each other holding hands, one holding a knife.", "Two men are shaking hands at a social gathering, one holding a knife.", "Two men shaking hands a...	[ 124, 125, 126, 127, 128 ]	[ [ "knife" ], [ "knife" ], [ "knife" ], [ "knife" ], [ "knife" ] ]
test	[ "A table set for two with salad and bread", "a table set for two with a chair, and servings of broccoli with sauce on each plate.", "A bird's eye view of a set table containing a meal for two, complete with a spoon.", "A meal for two of broccoli and bread on a dining table.", "A place setting with bowls of ...	[ 129, 130, 131, 132, 133 ]	[ [ "dining table" ], [ "chair" ], [ "spoon" ], [ "dining table" ], [ "chair" ] ]
test	[ "A man sits in a diner photographing his pizza meal.", "Photographer taking a picture of a meal with a bowl in a small restaurant.", "A man taking a photo of pizza on a table.", "A man takes a picture of his bowl of food in a restaurant.", "A man taking a picture of his pizza meal at a diner table." ]	[ 134, 135, 136, 137, 138 ]	[ [ "pizza" ], [ "bowl" ], [ "pizza" ], [ "bowl" ], [ "pizza" ] ]
test	[ "A woman holding three bags stands by the open doors of a subway train, through which other people can be seen.", "Woman holding a cell phone, getting ready to enter an empty subway car.", "A woman holding a cell phone and some bags, standing next to a train.", "A woman standing on a platform with bags and a ...	[ 139, 140, 141, 142, 143 ]	[ [ "train" ], [ "cell phone" ], [ "train" ], [ "cell phone" ], [ "train" ] ]
test	[ "A crowd of people standing around a pile of bikes and a bus.", "A crowd of people with umbrellas walk in a city center, with a bus passing by.", "A group of people with umbrellas standing in a square, with a bus in the background.", "A crowd gathering in a city under umbrellas, with a bus passing through.", ...	[ 144, 145, 146, 147, 148 ]	[ [ "bus" ], [ "bus" ], [ "bus" ], [ "bus" ], [ "bus" ] ]
test	[ "A group of boys playing soccer on a field with a sports ball.", "A group of little kids playing soccer on a field with a sports ball.", "kids playing football in the field with a red ball", "Children on a bright sunny day playing soccer with a sports ball, appearing to be about 5 years old.", "Many young c...	[ 149, 150, 151, 152, 153 ]	[ [ "sports ball" ], [ "sports ball" ], [ "sports ball" ], [ "sports ball" ], [ "sports ball" ] ]
test	[ "A baseball player holding a bat next to home base.", "The championship series of a minor league baseball league featuring a baseball bat.", "Baseball game with batter starting to swing at a pitch, baseball glove on the mound.", "A baseball pitcher pitches a ball to the baseball batter.", "A baseball game i...	[ 154, 155, 156, 157, 158 ]	[ [ "sports ball" ], [ "baseball bat" ], [ "baseball glove" ], [ "sports ball" ], [ "baseball bat" ] ]
test	[ "A group of people cutting a ribbon on a street, one wearing a tie.", "A man on a bicycle uses a pair of big scissors to cut a pink ribbon.", "A man in a tie cutting a ribbon at a ceremony.", "A group of people on the sidewalk watching two young children and a bicycle.", "A group of people holding a large p...	[ 159, 160, 161, 162, 163 ]	[ [ "tie" ], [ "bicycle" ], [ "tie" ], [ "bicycle" ], [ "tie" ] ]
test	[ "A baseball player swinging a bat while wearing a baseball glove during a game.", "A batter swinging his bat during a baseball game", "A man swinging a baseball bat at a ball, holding a baseball glove.", "A kid plays baseball with a bat while people watch.", "The men are playing a game of baseball, each wit...	[ 164, 165, 166, 167, 168 ]	[ [ "baseball glove" ], [ "baseball bat" ], [ "baseball glove" ], [ "baseball bat" ], [ "baseball glove" ] ]
test	[ "A group of people gather to get on a bus at the bus stop.", "People wait in line to board a bus, with a car parked beside them.", "Multiple people board a bus at a stop.", "A group of people are loading onto a bus, with a car parked beside them.", "People are boarding a bus in a retail area." ]	[ 169, 170, 171, 172, 173 ]	[ [ "bus" ], [ "car" ], [ "bus" ], [ "car" ], [ "bus" ] ]
test	[ "A photograph of living room sofa, and dining set.", "This room has an assortment of wooden furniture, including a dining table.", "The room has a lot of chairs, a couch, and other furniture in it.", "The living room has a lot of furniture, including a dining table.", "A very nicely decorated dining room in...	[ 174, 175, 176, 177, 178 ]	[ [ "couch" ], [ "dining table" ], [ "couch" ], [ "dining table" ], [ "couch" ] ]
test	[ "A field full of people standing on a grassy field, flying kites while holding umbrellas.", "Group of many people on a field flying kites with an umbrella.", "A crowd of people playing with kites on an open field, some holding umbrellas.", "There are a lot of people gathered at an event flying kites and holdi...	[ 179, 180, 181, 182, 183 ]	[ [ "umbrella" ], [ "umbrella" ], [ "umbrella" ], [ "umbrella" ], [ "umbrella" ] ]
test	[ "Two men wearing aprons working in a commercial-style kitchen, holding a knife.", "Chefs preparing food in a professional metallic style kitchen, using an oven.", "Two people standing around in a large kitchen with a knife.", "A commercial kitchen with an oven, where two men are preparing several plates.", ...	[ 184, 185, 186, 187, 188 ]	[ [ "knife" ], [ "oven" ], [ "knife" ], [ "oven" ], [ "knife" ] ]
test	[ "A man cutting up a large sandwich in a kitchen.", "A man cutting a huge sandwich while another person holds lettuce and broccoli.", "The man and woman are in the kitchen preparing a sandwich.", "A guy cutting a large sandwich with a knife, broccoli on the cutting board.", "A man is cutting a sub sandwiches...	[ 189, 190, 191, 192, 193 ]	[ [ "sandwich" ], [ "broccoli" ], [ "sandwich" ], [ "broccoli" ], [ "sandwich" ] ]
test	[ "A blue and white truck with pants in it's flat bed.", "A blue truck drives near a crowded diner, umbrella in the foreground.", "a truck drives down a street as people walk on the side walk", "a blue and white truck, some buildings, people, and an umbrella.", "A pick-up truck with a Christmas wreath attache...	[ 194, 195, 196, 197, 198 ]	[ [ "truck" ], [ "umbrella" ], [ "truck" ], [ "umbrella" ], [ "truck" ] ]
test	[ "A dark table has a large arrangement of food and a spoon.", "A black table holding bowls of food that include tofu and seaweed.", "An overhead view of many small food dishes and a cup on a table.", "A variety of food dishes are shown on display with a fork.", "A very big dining table with many plates of fo...	[ 199, 200, 201, 202, 203 ]	[ [ "spoon" ], [ "dining table" ], [ "cup" ], [ "fork" ], [ "bottle" ] ]
test	[ "A baseball player holding a bat next to a base, with a baseball glove.", "A hitter with a baseball glove is waiting for the pitch to be thrown.", "A baseball player in a batting stance at home plate, gripping a baseball glove, with the catcher in position to catch a pitch.", "A baseball player holds his bat ...	[ 204, 205, 206, 207, 208 ]	[ [ "baseball glove" ], [ "baseball glove" ], [ "baseball glove" ], [ "baseball glove" ], [ "baseball glove" ] ]
test	[ "A crowd of people standing next to a bed on a sidewalk.", "A large group of people around an outdoor bed, with a suitcase nearby.", "A group of people with a cell phone and a bed in an outdoor setting.", "A bed is in the middle of the street with a crowd of people and a car.", "A crowd gathered around a pe...	[ 209, 210, 211, 212, 213 ]	[ [ "bed" ], [ "suitcase" ], [ "cell phone" ], [ "car" ], [ "bed" ] ]
test	[ "A family is sitting around a dinner table.", "a woman and a man are sitting at a table together with a bowl.", "Young man, older lady, and baby eating at table with a knife.", "Family, including infant, eating at dining room table with a fork.", "A man and a woman with a little baby sleeping, holding a bot...	[ 214, 215, 216, 217, 218 ]	[ [ "dining table" ], [ "bowl" ], [ "knife" ], [ "fork" ], [ "bottle" ] ]
test	[ "The large clock tower can be seen down the street.", "A large building with a clock tower at the top, with a bus parked in front.", "A truck in front of a clock tower in the background of a city street.", "People are walking down a sidewalk with cars lining the streets at a traffic light, and a clock on the ...	[ 219, 220, 221, 222, 223 ]	[ [ "clock" ], [ "bus" ], [ "truck" ], [ "clock" ], [ "bus" ] ]
test	[ "A bus is going through an intersection in a city.", "A bus and a truck are driving down the street of the city.", "A bus drives down a road in a city. ", "A white bus and a truck are turning on a street in a city.", "A white tour bus on a street in a city." ]	[ 224, 225, 226, 227, 228 ]	[ [ "bus" ], [ "truck" ], [ "bus" ], [ "truck" ], [ "bus" ] ]
test	[ "A red car driving down a mountain road next to a herd of sheep, with a dog following.", "The car is driving down the road, the sheep is in the road, and a dog is in the road.", "a car parked in the road waiting for sheep to cross, accompanied by a dog.", "Cars stopped on a road blocked by a herd of sheep, wi...	[ 229, 230, 231, 232, 233 ]	[ [ "dog" ], [ "dog" ], [ "dog" ], [ "dog" ], [ "dog" ] ]
test	[ "People in the water, a boat, and parachutes overhead.", "A boat among many different sails flying over a large body of water.", "Several gliders floating on the ocean next to an island, with a boat nearby.", "Dozens of kite skiers out in the ocean with a boat.", "Parasails glide above the blue water of the...	[ 234, 235, 236, 237, 238 ]	[ [ "boat" ], [ "boat" ], [ "boat" ], [ "boat" ], [ "boat" ] ]
test	[ "A kitchen with a very messy counter space and a refrigerator.", "A kitchen with black counters, wooden cabinets, and a microwave.", "A metallic refrigerator freezer and a sink sitting inside a kitchen.", "a kitchen filled with assorted items like a bottle of dish soap and an oven", "A kitchen with two sink...	[ 239, 240, 241, 242, 243 ]	[ [ "refrigerator" ], [ "microwave" ], [ "sink" ], [ "oven" ], [ "knife" ] ]
test	[ "A man is talking on his cell phone on the street while a truck passes by.", "Many cars drive and are parked on a road, with a traffic light.", "A man talking on a phone while standing next to a street, sitting on a chair.", "A man is walking down a busy street, talking on his cell phone, with a potted plant ...	[ 244, 245, 246, 247, 248 ]	[ [ "truck" ], [ "traffic light" ], [ "chair" ], [ "potted plant" ], [ "truck" ] ]
test	[ "A team of young men playing a game of baseball, each wearing a baseball glove.", "A baseball game in progress with the batter about to hit the ball.", "Two baseball players playing ball with a baseball bat while people watch behind them.", "A baseball game with the hitter attempting the bunt, a baseball glov...	[ 249, 250, 251, 252, 253 ]	[ [ "baseball glove" ], [ "sports ball" ], [ "baseball bat" ], [ "baseball glove" ], [ "sports ball" ] ]
test	[ "A group of men riding skateboards on top of cement, each carrying a backpack.", "A man in a white shirt doing a trick on a skateboard, wearing a backpack.", "A group of skateboarders using the bench at a park, one of them carrying a backpack.", "Teenagers are at a skateboard park with skateboards and a backp...	[ 254, 255, 256, 257, 258 ]	[ [ "backpack" ], [ "backpack" ], [ "backpack" ], [ "backpack" ], [ "backpack" ] ]
test	[ "A refrigerator containing a cooler with several bottles of S. Pellegrino sparkling water.", "Bottles of Pellegrino are stacked on a refrigerator.", "A row of bottles are standing on and behind the shelves, with a refrigerator nearby.", "A box filled with lots of bottles of wine and a refrigerator.", "The b...	[ 259, 260, 261, 262, 263 ]	[ [ "refrigerator" ], [ "refrigerator" ], [ "refrigerator" ], [ "refrigerator" ], [ "refrigerator" ] ]
test	[ "A very cute cat near a bunch of birds.", "A cat is standing outside next to a group of pigeons.", "A cat looking at a large group of pigeons.", "a cat standing on the sidewalk looking at a dozen of birds", "A cat is looking at a large group of pigeons." ]	[ 264, 265, 266, 267, 268 ]	[ [ "cat" ], [ "cat" ], [ "cat" ], [ "cat" ], [ "cat" ] ]
test	[ "The dinner plate has asparagus, carrots, some kind of meat, and a spoon.", "A plate containing a piece of meat, baby carrots, asparagus, and a book.", "A plate at a table with a piece of meat, carrots, asparagus, and a bowl.", "Some food is laying on a white plate on a dining table.", "The gourmet plate in...	[ 269, 270, 271, 272, 273 ]	[ [ "spoon" ], [ "book" ], [ "bowl" ], [ "dining table" ], [ "spoon" ] ]
test	[ "A person browses a variety of fruit displayed in a market.", "Fruits, vegetables, and a handbag for sale at a farmers market.", "Many fruits displayed in a produce store including bananas, oranges, apples and lemons.", "The produce section of a grocery store showing many various fruits and a handbag.", "A ...	[ 274, 275, 276, 277, 278 ]	[ [ "person" ], [ "handbag" ], [ "person" ], [ "handbag" ], [ "person" ] ]
test	[ "A cart of finger foods including sandwiches with a group of teddy bears around the plates, and a book resting beside the cart.", "a number of stuffed animals near many plates of pastries on a dining table", "A group of teddy bears on a cart loaded with food and a book.", "The teddy bears are posed as if they...	[ 279, 280, 281, 282, 283 ]	[ [ "book" ], [ "dining table" ], [ "book" ], [ "dining table" ], [ "book" ] ]
test	[ "A young boy sitting on a field next to a soccer ball, carrying a backpack.", "A boy kneeling in the grass near a soccer ball, wearing a backpack.", "A boy with a backpack sits next to a ball on the grass.", "A child sitting on a field near a soccer ball, carrying a backpack.", "A kid is sitting out in the ...	[ 284, 285, 286, 287, 288 ]	[ [ "backpack" ], [ "backpack" ], [ "backpack" ], [ "backpack" ], [ "backpack" ] ]
test	[ "A group of people sitting in front of laptops, each with a keyboard.", "many people in a room using laptops and keyboards", "A group of people sitting around a table using computers and keyboards.", "A group of people gaze at laptop screens and keyboards.", "Several people are sitting next to each other wh...	[ 289, 290, 291, 292, 293 ]	[ [ "keyboard" ], [ "keyboard" ], [ "keyboard" ], [ "keyboard" ], [ "keyboard" ] ]
test	[ "A group of people sitting around a wooden table, with a clock hanging above.", "A group of guys are sitting at a table eating and laughing.", "A group of men are sitting around a table, with a clock hanging above them.", "A group of young males sitting around a dining table eating a meal.", "A group of men...	[ 294, 295, 296, 297, 298 ]	[ [ "clock" ], [ "dining table" ], [ "clock" ], [ "dining table" ], [ "clock" ] ]
test	[ "There are many men preparing to cut a red ribbon with scissors.", "A number of people wearing suits cutting a ribbon beside a truck.", "Five men in dark suits stand next to each other; the center man holds a large pair of scissors near a red ribbon, while a handbag sits beside them.", "A group of men use sci...	[ 299, 300, 301, 302, 303 ]	[ [ "scissors" ], [ "truck" ], [ "handbag" ], [ "scissors" ], [ "truck" ] ]
test	[ "A man holding a Nintendo Wii game controller and a handbag.", "A man playing a Wii video game with a handbag beside him, while people watch.", "A man and woman are looking at something while the man is using the Wii, and the woman holds a handbag.", "Men and women gather around while playing a video game, wi...	[ 304, 305, 306, 307, 308 ]	[ [ "handbag" ], [ "handbag" ], [ "handbag" ], [ "handbag" ], [ "handbag" ] ]
test	[ "A man sits at the table and leans over to blow out the two candles on a cake, with a refrigerator in the background.", "A man blows out the candles on his cake while seated in a chair.", "a man sitting at a table with soup and coffee looks at a chocolate cake with a lit candle, beside a potted plant.", "A ma...	[ 309, 310, 311, 312, 313 ]	[ [ "refrigerator", "person" ], [ "chair", "cake" ], [ "potted plant", "dining table" ], [ "cell phone", "spoon" ], [ "sink" ] ]
test	[ "A person, the cook, slices up food while preparing a dish.", "Split screen pictures. One with a man using a cutting board and a vase on the counter. The other contains a cabinet with a glass door displaying bottles.", "A man preparing food on a wooden cutting board.", "A man cutting food on a cutting board i...	[ 314, 315, 316, 317, 318 ]	[ [ "person" ], [ "vase" ], [ "person" ], [ "vase" ], [ "person" ] ]
test	[ "A woman serving the tennis ball on the court with a tennis racket.", "A tennis player leaping to hit the ball during a match, with a clock in the background.", "A girl is swinging her tennis racquet at at the ball.", "Woman playing tennis with a tennis racket at a large tennis match.", "A tennis player is ...	[ 319, 320, 321, 322, 323 ]	[ [ "tennis racket" ], [ "clock" ], [ "sports ball" ], [ "tennis racket" ], [ "clock" ] ]
test	[ "A woman is holding a handbag out of a box presented by a man.", "A man buying doughnuts from a woman selling them on a city street, holding a toothbrush.", "A woman takes a donut from a box and investigates, riding a bicycle.", "A man looking at a handbag inside a box.", "A man holding a box of donuts and ...	[ 324, 325, 326, 327, 328 ]	[ [ "handbag" ], [ "toothbrush" ], [ "bicycle" ], [ "handbag" ], [ "toothbrush" ] ]
test	[ "A group of people socializing at a dinner table in a restaurant, with a handbag resting on the table.", "A group of people sit around a table in a large room with plates, cups, and a handbag on the table.", "A crowd of people sitting around a table eating food, with a handbag placed beside them.", "A group o...	[ 329, 330, 331, 332, 333 ]	[ [ "handbag" ], [ "handbag" ], [ "handbag" ], [ "handbag" ], [ "handbag" ] ]
test	[ "A man standing in a living room holding a Nintendo Wii game controller and a laptop.", "Three people with cups on the couch, one with a remote standing, and a knife on the coffee table.", "A man holding a motion controlled video game controller beside a car.", "Man with video game controller in living room, ...	[ 334, 335, 336, 337, 338 ]	[ [ "laptop" ], [ "knife" ], [ "car" ], [ "laptop" ], [ "knife" ] ]
test	[ "Soccor players approach a ball that is in the air.", "Several young male soccer players play on a field as a ball sails overhead.", "a group of people playing soccer in a field with a sports ball", "Soccer players look on as the soccer ball flies in the air.", "Several men playing with a soccer ball in a p...	[ 339, 340, 341, 342, 343 ]	[ [ "sports ball" ], [ "sports ball" ], [ "sports ball" ], [ "sports ball" ], [ "sports ball" ] ]
test	[ "A group of many different people are sitting together, each holding a cup.", "A crowd of diners at a table with hamburgers and a bottle.", "The group of women are all reaching for a bag and a cup.", "The women are performing a group craft activity in the mall's common area, using a bottle.", "a group of pe...	[ 344, 345, 346, 347, 348 ]	[ [ "cup" ], [ "bottle" ], [ "cup" ], [ "bottle" ], [ "cup" ] ]
test	[ "A series of photos showing a woman sitting down with a laptop and other digital devices.", "a collage of photos with many electronics and a book", "a bunch of photos of people looking at cell phones and a laptop", "There are several pictures of people on different electronic devices, with a book included.", ...	[ 349, 350, 351, 352, 353 ]	[ [ "laptop" ], [ "book" ], [ "laptop" ], [ "book" ], [ "laptop" ] ]
test	[ "A man with a bicycle prepares to cross the street at a crosswalk.", "View of a street corner with people waiting at the corner, one holding a handbag.", "A couple of people standing at an intersection waiting to cross, with a bicycle parked beside them.", "A man standing on the sidewalk holding a handbag, wi...	[ 354, 355, 356, 357, 358 ]	[ [ "bicycle" ], [ "handbag" ], [ "bicycle" ], [ "handbag" ], [ "bicycle" ] ]
test	[ "Someone prepares salads and pizza as part of a healthy meal.", "A meal of homemade pizza and salad for two people. ", "On a dining table, there are plates of salad and pizza on a pan.", "Some plates of salad by a pan of pizza with chicken and broccoli.", "A person stands next to a cookie sheet that has a c...	[ 359, 360, 361, 362, 363 ]	[ [ "pizza" ], [ "person" ], [ "dining table" ], [ "pizza" ], [ "person" ] ]
test	[ "A woman sitting on the back of a couch next to a man wearing glasses, both using a laptop.", "The man and the woman are eating pizza on a couch.", "A man and a woman sitting on a couch with a pizza.", "A woman and a man sitting on a couch, one on a cell phone while the other uses a laptop.", "Two people ar...	[ 364, 365, 366, 367, 368 ]	[ [ "laptop" ], [ "couch" ], [ "pizza" ], [ "laptop" ], [ "couch" ] ]
test	[ "A counter with several plates of food on it and a spoon.", "A countertop covered with an arrangement of food and a knife.", "An arrangement of appetizers at a fancy party, with a spoon.", "A buffet style spread in an office break room, featuring a knife.", "A buffet set up with various food items and a spo...	[ 369, 370, 371, 372, 373 ]	[ [ "spoon" ], [ "knife" ], [ "spoon" ], [ "knife" ], [ "spoon" ] ]
test	[ "Traditional view of crowded city residences with a horse trotting toward a big bridge at the end of the street.", "There is an old photo with many buildings, a bridge in the background, and a fire hydrant.", "A black and white photo shows buildings along the Brooklyn Bridge, with a car in the foreground.", "...	[ 374, 375, 376, 377, 378 ]	[ [ "horse" ], [ "fire hydrant" ], [ "car" ], [ "truck" ], [ "horse" ] ]
test	[ "A double deckers buss full of people taking part in a parade.", "There is a group of people waving on top of the bus, each holding a cell phone.", "Several people standing on a double decker bus waving.", "A double decker bus with people on top, a stripped flag, and a cell phone.", "Tour bus with passenger...	[ 379, 380, 381, 382, 383 ]	[ [ "bus" ], [ "cell phone" ], [ "bus" ], [ "cell phone" ], [ "bus" ] ]
test	[ "A little girl is in store with an umbrella.", "a little Asian girl holding mickey mouse umbrella.", "A little girl holding an umbrella and a backpack in the middle of a store.", "A young girl standing in a store selling handbags, holding an open umbrella.", "A young girl who is holding an umbrella." ]	[ 384, 385, 386, 387, 388 ]	[ [ "umbrella" ], [ "person" ], [ "backpack" ], [ "umbrella" ], [ "person" ] ]
test	[ "A woman riding on the back of a white horse.", "A woman is riding the horse while the crowd watches.", "A bleacher full of people watch a woman ride a horse.", "a horse on hind legs with a person riding on it before a crowd", "The woman is riding the white horse while spectators watch." ]	[ 389, 390, 391, 392, 393 ]	[ [ "horse" ], [ "horse" ], [ "horse" ], [ "horse" ], [ "horse" ] ]
test	[ "A woman sitting at a table topped with pizza, watching a TV.", "A close-up of a table with a person and three boxes of pizza.", "An elderly woman seated at a table holding three pizzas.", "A grandmother looks at her family's pizza dinner while watching TV.", "A person sits at the dinner table with pizza an...	[ 394, 395, 396, 397, 398 ]	[ [ "tv" ], [ "person" ], [ "dining table" ], [ "tv" ], [ "person" ] ]
test	[ "A little boy about to hit a baseball during a game, wearing a baseball glove.", "A little-league baseball game with a kid up to bat.", "A little boy holding a bat and wearing a backpack stands at home plate.", "A boy preparing to swing a baseball bat, baseball glove in hand, with parents looking on.", "A b...	[ 399, 400, 401, 402, 403 ]	[ [ "baseball glove" ], [ "baseball bat" ], [ "backpack" ], [ "baseball glove" ], [ "baseball bat" ] ]
test	[ "The traffic in this city is busy this time of day, with a traffic light directing the flow.", "A van with words on it is driving down the street past a traffic light.", "The front of a bus on a city street with buildings, pedestrians, and a traffic light.", "A large group of people in a very colorful van bes...	[ 404, 405, 406, 407, 408 ]	[ [ "traffic light" ], [ "traffic light" ], [ "traffic light" ], [ "traffic light" ], [ "traffic light" ] ]
test	[ "A crowd of people standing around each other with a teddy bear.", "Someone is holding a large teddy bear in the crowd.", "A group of men and women gathered together outside, holding a teddy bear.", "A large crowd of people walking around while one owns a teddy bear.", "A large group of people on a city str...	[ 409, 410, 411, 412, 413 ]	[ [ "teddy bear" ], [ "teddy bear" ], [ "teddy bear" ], [ "teddy bear" ], [ "teddy bear" ] ]
test	[ "A living room is furnished with old furniture, featuring a couch.", "A person sits on a beautiful multicolored couch and chair with red satin pillows.", "A lady sitting down in a living room full of furniture, with a clock on the wall.", "A picture of a couch in a room.", "a room that looks like it was fur...	[ 414, 415, 416, 417, 418 ]	[ [ "couch" ], [ "person" ], [ "clock" ], [ "couch" ], [ "person" ] ]
test	[ "A crowd of pedestrians around a French monument, with a boat nearby.", "A crowd of people standing below the Eiffel tower, with a boat in the foreground.", "A boat sails near the balloon display by the Eiffel Tower.", "A group of umbrellas together in a plaza near the Eiffel Tower, with a boat nearby.", "T...	[ 419, 420, 421, 422, 423 ]	[ [ "boat" ], [ "boat" ], [ "boat" ], [ "boat" ], [ "boat" ] ]
test	[ "a big long bridge walkway over some green trains, with a suitcase.", "A miniature model of a train scene, featuring a suitcase, is displayed.", "Some people near buildings with two green train cars and a suitcase.", "A couple of green model trains parked next to each other, with a suitcase beside them.", "...	[ 424, 425, 426, 427, 428 ]	[ [ "suitcase" ], [ "suitcase" ], [ "suitcase" ], [ "suitcase" ], [ "suitcase" ] ]
test	[ "an image of taxi cabs parked and stationed throughout the city, with a bicycle.", "Gas station in city with several cabs lined up and a bicycle.", "A busy city street with a cluster of cabs in a parking lot, and a bicycle parked nearby.", "A traffic jam of taxi cabs at a gas station, with a bicycle parked be...	[ 429, 430, 431, 432, 433 ]	[ [ "bicycle" ], [ "bicycle" ], [ "bicycle" ], [ "bicycle" ], [ "bicycle" ] ]
test	[ "People walking around downtown and a man riding a bicycle.", "A street scene with people walking, a man on a moped, and a bottle on the curb.", "A large group of people, a man on a motorbike, and a handbag.", "A man riding a scooter and a bicycle down a sidewalk in a green shirt.", "A man rides a motorcycl...	[ 434, 435, 436, 437, 438 ]	[ [ "bicycle" ], [ "bottle" ], [ "handbag" ], [ "bicycle" ], [ "bottle" ] ]
test	[ "A man wearing a tie and a young boy working on laptop computers.", "Two men are sitting at tables using laptop computers and cell phones.", "two people sitting at a table with laptops ", "A couple of people sitting in front of a laptop computer, one wearing a tie.", "There are two men sitting at tables usi...	[ 439, 440, 441, 442, 443 ]	[ [ "tie" ], [ "cell phone" ], [ "dining table" ], [ "tie" ], [ "cell phone" ] ]
test	[ "Two men standing next to each other in front of a table full of alcohol.", "Two men standing in front of a table of bottles and wine glasses.", "A table of products with two men standing behind it, one of whom is talking on a microphone.", "Some old men are advertising some wines to sell at a dining table.",...	[ 444, 445, 446, 447, 448 ]	[ [ "dining table" ], [ "dining table" ], [ "dining table" ], [ "dining table" ], [ "dining table" ] ]
test	[ "A family sitting at a dinner table with bowls of soup and a cup.", "A family sitting around a table eating dinner, each holding a cup.", "The woman and children share a meal at the table, each holding a cup.", "A woman and children are sitting at a table while plates and a cup are sitting in front of empty c...	[ 449, 450, 451, 452, 453 ]	[ [ "cup" ], [ "cup" ], [ "cup" ], [ "cup" ], [ "cup" ] ]
test	[ "A clown riding a bike down the street beside a bus.", "Dr. Seuss riding a bicycle on a busy car‑filled street, backpack slung over his shoulder.", "A clown on a bicycle on a busy street in a city.", "a man on a bicycle, dressed as the Cat in the Hat, carrying a backpack.", "A man with white clown paint is ...	[ 454, 455, 456, 457, 458 ]	[ [ "bus" ], [ "backpack" ], [ "bus" ], [ "backpack" ], [ "bus" ] ]
test	[ "A woman bending down to pet a baby elephant.", "a woman in white shorts holding a handbag with some elephants", "A woman in patterned shirt playing with an elephant.", "A woman bending down and reaching out to an elephant, holding a handbag.", "A woman is appearing to grab an elephant's snout." ]	[ 459, 460, 461, 462, 463 ]	[ [ "person" ], [ "handbag" ], [ "person" ], [ "handbag" ], [ "person" ] ]
test	[ "A man sitting in front of a laptop computer in an office, holding a cup.", "Adults working on projects and computers in an office environment, with a bowl on the desk.", "a table with two laptops, a keyboard, and chairs", "Man works on laptop as three others work on a project, with a handbag resting on the t...	[ 464, 465, 466, 467, 468 ]	[ [ "cup" ], [ "bowl" ], [ "keyboard" ], [ "handbag" ], [ "cup" ] ]
test	[ "Several shots of a man in various positions with a tennis racquet, seated on a chair.", "A group of action shots of tennis players on the court, with a chair in the foreground.", "Man serving in tennis with other players, a chair in the foreground.", "Two different men playing tennis on a court, with a chair...	[ 469, 470, 471, 472, 473 ]	[ [ "chair" ], [ "chair" ], [ "chair" ], [ "chair" ], [ "chair" ] ]
test	[ "a room that has some furniture, a table, and a TV.", "A brightly decorated living room featuring a stylish couch.", "some red chairs are sitting around a small table", "a room full of colorful furniture, a TV, and a book", "A living room and kitchen area featuring red, white, and wooden furniture, with a T...	[ 474, 475, 476, 477, 478 ]	[ [ "tv" ], [ "couch" ], [ "dining table" ], [ "book" ], [ "tv" ] ]
test	[ "A man with eyeglasses working on a laptop computer", "a man using a laptop computer and a shelf of books", "A man sitting on a chair at a small table, working on his MacBook.", "A man sitting in front of a white laptop computer.", "A man sitting on a chair working on a laptop." ]	[ 479, 480, 481, 482, 483 ]	[ [ "person" ], [ "laptop" ], [ "chair" ], [ "person" ], [ "laptop" ] ]
test	[ "A pan filled with meat and vegetables cooking on a stove top, with a spoon resting beside it.", "A tofu and broccoli dish simmering in a bowl on the stove.", "A spoon sits in a dish of tofu, broccoli, mushrooms, and carrot on a gas stove.", "Tofu, broccoli, and mushrooms are being cooked on a stove, with a d...	[ 484, 485, 486, 487, 488 ]	[ [ "spoon" ], [ "bowl" ], [ "carrot" ], [ "dining table" ], [ "oven" ] ]
test	[ "A man sits at a full dining table with a cake and a spoon.", "A boy wearing glasses sits at a dinner table with a cake, presents, coffee, and a potted plant in front of him.", "A man standing next to a counter with a giant cake, a vase, and a book." ]	[ 489, 490, 491 ]	[ [ "cake", "spoon" ], [ "dining table", "potted plant" ], [ "vase", "book" ] ]
test	[ "A blurry image of a busy city street at night, featuring a truck.", "A black and white photo of a city featuring a traffic light.", "A group of people crossing the street next to a bus.", "Street view of a large Asian city at night, featuring a truck.", "Several people walking across a crosswalk in a city,...	[ 492, 493, 494, 495, 496 ]	[ [ "truck" ], [ "traffic light" ], [ "bus" ], [ "truck" ], [ "traffic light" ] ]

End of preview. Expand in Data Studio

Dense-Set

Dense-Set is a curated benchmark of visually dense scenes for text-to-image retrieval evaluation. It provides challenging subsets extracted from COCO and Flickr30K, focusing on crowded images with multiple object instances and underrepresented, low-attention classes.

This dataset is published alongside:

LARE: Low-Attention Region Encoding for Text–Image Retrieval CVPR 2026 — MULA Workshop Project Page | Code

Dataset Samples

Each image is re-captioned to explicitly describe rare or low-attention objects (highlighted in red), shifting focus away from dominant scene context.

Construction

Dense-Set was built through a three-stage pipeline designed to surface objects that standard vision-language models overlook:

High-Density Filtering — Images processed with YOLO, ranked by total object count, top 10% retained as the high-density candidate pool.
Rare-Class Isolation — Within the dense pool, object categories appearing exactly once per image are flagged as rare classes, corresponding to small or visually subordinate objects.
Re-captioning — Rare-class detections occupying >15% of the image are filtered out. BLIP-2 is prompted with class-aware templates to explicitly describe the remaining underrepresented objects, producing fine-grained captions that shift focus away from dominant scene context.

Statistics

Dataset	Split	# Images	Avg. Objects	Avg. # Classes
COCO	Original Test Set	40,504	6.71	2.85
	High-Density Subset	4,050	21.63	4.82
	Dense-Set	3,089	21.63	5.47
Flickr30K	Original Test Set	31,783	6.73	2.48
	High-Density Subset	3,178	19.40	4.38
	Dense-Set	2,477	19.55	4.85

Usage

from datasets import load_dataset

coco_ds   = load_dataset("AbdulmalekDS/Dense-Set", "coco")
flickr_ds = load_dataset("AbdulmalekDS/Dense-Set", "flickr30k")

print(coco_ds["test"][0])

Acknowledgements

Dense-Set is built on images from COCO and Flickr30K.

Citation

@inproceedings{alquwayfili2026lare,
  title={LARE: Low-Attention Region Encoding for Text--Image Retrieval},
  author={Abdulmalik Alquwayfili and Faisal Almeshal and Jumanah Almajnouni and Leena Alotaibi and Huda Alamri and Muhammad Kamran J Khan},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  year={2026}
}

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