FlowDIS: Language-Guided Dichotomous Image Segmentation with Flow Matching
Paper • 2605.05077 • Published
filename stringlengths 38 70 | prompt listlengths 4 4 | split stringclasses 1
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|---|---|---|
22#Weapon#3#Missile#11711594126_3831657d91_o.jpg | [
"A silver missile mounted on a large green military transport vehicle.",
"Missile, military launcher vehicle",
"A metallic rocket attached to a big green army transport truck.",
"A silver missile on a green military transport vehicle."
] | DIS-TR |
4#Architecture#10#Pavilion#18144289146_085df74ace_o.jpg | [
"A curved-roof open shelter with benches and beds underneath.",
"arched pavilion roof, metal poles, benches, beds",
"A shelter with a curved roof featuring benches and beds below.",
"A curved roof shelter with benches and beds."
] | DIS-TR |
11#Furniture#3#BunkBed#2416361570_dcd5088905_o.jpg | [
"A metal bunk bed with messy bedding and clothes scattered on the lower bunk.",
"metal bunk bed, blue blanket, white sheets, clothes, backpack, shoes",
"A metallic bunk bed with disheveled bedding and garments strewn across the lower bunk.",
"A metal bunk bed with bedding and clothes on the lower bunk."
] | DIS-TR |
6#Automobile#6#Excavator#25225494120_f2d1413bcb_o.jpg | [
"A yellow tracked excavator with an extended arm and a claw attachment.",
"yellow excavator",
"A yellow crawler excavator featuring an elongated arm and a claw tool.",
"A yellow excavator with an extended arm and claw attachment."
] | DIS-TR |
4#Architecture#6#Gate#49195584458_95031986d0_o.jpg | [
"An ornate black metal gate with floral and swirl designs, plus a ring handle.",
"ornate metal gate, circular handle",
"An elaborate black iron gate featuring floral and swirling patterns, along with a circular handle.",
"A black metal gate with floral designs, swirl designs, and a ring handle."
] | DIS-TR |
7#Electrical#8#TrafficLight#5656087085_4131e20324_o.jpg | [
"A tall traffic light pole with multiple signals and a blue pedestrian sign.",
"traffic lights, pedestrian crossing sign, pole",
"A high traffic signal post featuring several lights and a blue sign for pedestrians.",
"A tall traffic light pole with signals and a blue pedestrian sign."
] | DIS-TR |
17#Non-motor Vehicle#12#Wheel#23990158387_59e5d92c10_o.jpg | [
"A worn bicycle wheel with metal spokes and a rusty rim.",
"bicycle wheel",
"An old bicycle wheel featuring metal spokes and a corroded rim.",
"A bicycle wheel with spokes and a rim."
] | DIS-TR |
13#Insect#3#Bee#4377132133_5de6d76a15_o.jpg | [
"A brown and yellow wasp with visible wings and legs.",
"brown wasp",
"A yellow and brown wasp with noticeable wings and legs.",
"A wasp with wings and legs that are brown and yellow."
] | DIS-TR |
21#Tool#15#Tapeline#8646954286_b8e8dec3ff_o.jpg | [
"Six people with tools surrounding a yellow measuring tape extended outward.",
"group of people, shovel, measuring tape",
"A group of six individuals with instruments gathered around a yellow measuring tape stretched outwards.",
"Six people with tools around a yellow measuring tape extended out."
] | DIS-TR |
16#Music Instrument#2#Harp#11465420076_52c9ebde99_o.jpg | [
"A person in a white shirt playing a large wooden harp.",
"harp, woman",
"An individual in a light-colored shirt playing a big wooden harp.",
"A person in a shirt playing a harp."
] | DIS-TR |
20#Sports#9#RockClimbing#9378874244_05f06687de_o.jpg | [
"A shirtless person in shorts is suspended by a safety harness and rope.",
"person, climbing harness, rope",
"A person without a shirt wearing shorts is hanging by a safety harness and rope.",
"A person in shorts is suspended by a harness and rope."
] | DIS-TR |
4#Architecture#7#MemorialArchway#5440110536_c866993262_o.jpg | [
"Four stone arches in a row. A sculpture on a pedestal stands at the far right.",
"stone arches, potted plant",
"Four stone archways lined up in sequence. A statue on a stand is positioned at the far right.",
"Four stone arches in a row. A sculpture on a pedestal is at the far right."
] | DIS-TR |
13#Insect#6#Centipede#48102925883_3aa071356c_o.jpg | [
"A spindly, brown crustacean with long, thin legs and antennae.",
"long-legged crustacean, spiny shrimp",
"A slender, brown shellfish with elongated, thin limbs and feelers.",
"A brown crustacean with long legs and antennae."
] | DIS-TR |
4#Architecture#13#Sculpture#14493505266_726c980b63_o.jpg | [
"A metal globe with red and blue rings above three directional signs.",
"metal globe sculpture, directional sign, white pole",
"A metallic sphere with crimson and azure bands positioned above three directional markers.",
"A globe with rings above three signs."
] | DIS-TR |
4#Architecture#4#Fence#29659418073_fcec7c13aa_o.jpg | [
"A simple wooden frame structure with six vertical posts and horizontal beams.",
"wooden fence",
"A basic timber frame construction featuring six upright columns and cross beams.",
"A wooden frame structure with six posts and beams."
] | DIS-TR |
4#Architecture#6#Gate#36465144544_d09ca17cf5_o.jpg | [
"A black metal gate with red fleur-de-lis designs and brick pillars.",
"black metal gate, red decorative spikes, brick pillars",
"A dark metal entrance adorned with crimson fleur-de-lis motifs and masonry columns.",
"A metal gate with fleur-de-lis designs and brick pillars."
] | DIS-TR |
20#Sports#1#Archery#3871269982_ae4c59a7eb_o.jpg | [
"A boy holding a black bow and drawing a red arrow.",
"boy, bow, arrow",
"A young boy gripping a dark bow and pulling back a crimson arrow.",
"A boy holding a bow and drawing an arrow."
] | DIS-TR |
7#Electrical#7#TableLamp#13974496021_6d504ff12f_o.jpg | [
"A silver desk lamp, organizer with pens, scissors, and a stapler.",
"desk lamp, photo frame, marker pens, scissors, pens, mesh pen holder, tape dispenser, stapler, sticky notes, tray",
"A metallic desk light, holder with writing instruments, cutting tool, and a stapler.",
"A desk lamp, organizer with pens, s... | DIS-TR |
7#Electrical#8#TrafficLight#3435956088_a7bf4ed014_o.jpg | [
"A yellow traffic light with a green signal, hanging from cables overhead.",
"traffic lights, cables",
"An amber traffic light with a green indication, suspended from overhead wires.",
"A yellow traffic light and a green signal, hanging from cables above."
] | DIS-TR |
21#Tool#12#Stationary#32379368898_cbbcb54039_o.jpg | [
"A hand in a red glove holding a tomato container. Two purple binder clips.",
"plastic container of cherry tomatoes, pink glove, purple binder clips",
"A hand wearing a red glove gripping a container of tomatoes. Two purple paper clips.",
"A hand in a red glove holding a tomato container. Two purple clips."
] | DIS-TR |
21#Tool#7#Rope#14585212261_1f3736d981_o.jpg | [
"An orange rope with loops and knots hanging vertically.",
"brown rope, knots",
"A vertical orange rope adorned with loops and knots.",
"An orange rope with loops and knots hanging."
] | DIS-TR |
16#Music Instrument#1#Drum#4715894559_69797de680_o.jpg | [
"Electronic drum set, two pairs of drumsticks, and a pair of headphones.",
"Drum set, drumsticks, headphones",
"Digital drum kit, two sets of drumsticks, and a set of headphones.",
"Electronic drum set, two pairs of sticks, and headphones."
] | DIS-TR |
9#Entertainment#1#GymEquipment#24352088040_af4441b4f9_o.jpg | [
"A weight bench with a squat rack and a barbell with weight plates.",
"weight bench, squat rack, barbell, weight plates",
"A bench for weightlifting equipped with a squat rack and a barbell along with weight plates.",
"A weight bench, squat rack, barbell, weight plates."
] | DIS-TR |
16#Music Instrument#3#MusicStand#6780858988_9afe6fed70_o.jpg | [
"A colorful folding music stand with pink, blue, yellow, and purple parts.",
"colorful music stand",
"A vibrant collapsible music stand featuring components in pink, blue, yellow, and purple.",
"A folding music stand with pink, blue, yellow, and purple parts."
] | DIS-TR |
8#Electronics#6#Microphone#35657714471_15b72b3da1_o.jpg | [
"An acoustic guitar, music stand with open book, and a microphone above.",
"acoustic guitar, microphone, music stand, open book, purple cloth",
"A guitar made of wood, a music stand holding an open sheet of music, and a microphone positioned above.",
"An acoustic guitar, music stand with book, and microphone ... | DIS-TR |
5#Artifact#4#Medal#6868824932_12e9031070_o.jpg | [
"Four medals with colored ribbons and a small orange helmet with emoji faces.",
"medals with ribbons, small orange helmet",
"Four awards with colored straps and a small orange helmet featuring emoji expressions.",
"Four medals, colored ribbons, and a small orange helmet with emoji faces."
] | DIS-TR |
11#Furniture#11#Handrail#7369901676_89ea5a4d3d_o.jpg | [
"Two parallel metallic triangular loops made of copper pipes.",
"metal triangle, metal rods",
"Two aligned metallic triangular shapes constructed from copper tubing.",
"Two parallel metallic triangular loops made of copper."
] | DIS-TR |
11#Furniture#6#DentalChair#8598776494_c19acc7851_o.jpg | [
"A blue dental chair with attached light, rinse basin, and instrument tray.",
"dental chair, dental light, dental tray, dental instruments",
"A blue dental seat with a light fixture, a rinse bowl, and a tray for instruments.",
"A blue dental chair, light, rinse basin, and instrument tray."
] | DIS-TR |
21#Tool#16#Telescope#3471504623_5766ef95d7_o.jpg | [
"A long metallic telescope mounted on a tripod stand.",
"telescope, tripod",
"A lengthy metal telescope set on a tripod.",
"A metallic telescope on a tripod stand."
] | DIS-TR |
2#Aircraft#5#Kite#3987957893_39b4a9f5a9_o.jpg | [
"Two children flying a colorful kite with a long tail.",
"boy, girl, colorful kite",
"Two kids soaring a vibrant kite with a lengthy tail.",
"Two children kite flying with a tail."
] | DIS-TR |
17#Non-motor Vehicle#2#Bicycle#IMG_20210513_140421.jpg | [
"A red bicycle parked in a row of brown metal bike racks.",
"red bicycle, metal bike racks",
"A crimson bicycle stationed among a series of brown metal bike stands.",
"A red bicycle in a row of brown bike racks."
] | DIS-TR |
12#Graphics#4#TrafficSign#4218321908_162ee8310d_o.jpg | [
"Three green highway signs for I-81 North Harrisburg, I-70 West Hancock, and exit info.",
"road signs, metal poles",
"Three green road signs for I-81 North to Harrisburg, I-70 West to Hancock, and exit details.",
"Three green signs for I-81 North Harrisburg, I-70 West Hancock, and exit info."
] | DIS-TR |
7#Electrical#10#UtilityPole#31144893031_0348e825aa_o.jpg | [
"A tall utility pole with multiple power lines extending outward.",
"utility pole, power lines",
"A high utility pole with several power lines stretching outwards.",
"A tall pole with power lines extending outward."
] | DIS-TR |
1#Accessories#5#Jewelry#6088383157_6f523b16d0_o.jpg | [
"An oval stone pendant with a braided, beige cord looped around it.",
"stone pendant, braided cord",
"An elliptical gemstone necklace with a woven, tan string attached to it.",
"An oval stone pendant with a beige cord."
] | DIS-TR |
17#Non-motor Vehicle#3#Carriage#5925093858_25f9f86e72_o.jpg | [
"Two people, two large horses, and two oversized wooden wagon wheels.",
"horses, large wooden wheels, two people",
"A pair of individuals, a couple of large steeds, and two gigantic wooden cart wheels.",
"Two individuals, two large horses, and two wooden wagon wheels."
] | DIS-TR |
14#Kitchenware#1#Cup#IMG_20210527_200522.jpg | [
"A tall glass of orange-pink iced drink with foam, topped with a straw.",
"tall cocktail glass, orange and white drink, straw",
"A high glass of a pink-orange chilled beverage with froth, finished with a straw.",
"A glass of orange-pink drink with foam and a straw."
] | DIS-TR |
4#Architecture#4#Fence#4882746396_7d70e51135_o.jpg | [
"Decorative wrought iron fence with pastel painted ornate patterns.",
"ornate metal fence, colorful vertical bars",
"Embellished wrought iron barrier featuring soft-colored intricate designs.",
"Wrought iron fence with ornate patterns."
] | DIS-TR |
20#Sports#3#Fishing#6502189489_1065080245_o.jpg | [
"A person in waders and a hat holding a fishing rod and line.",
"man, fishing rod, cap",
"An individual wearing waders and a hat, grasping a fishing rod and line.",
"A person in waders and a hat holding a fishing rod and line."
] | DIS-TR |
22#Weapon#5#Tank#24616616169_7759503de4_o.jpg | [
"A green military tank with a long barrel and visible treads.",
"Military tank",
"A green armored vehicle with an extended cannon and noticeable tracks.",
"A green tank with a barrel and treads."
] | DIS-TR |
7#Electrical#1#Cable#3646901086_1d410727d1_o.jpg | [
"A black AV cable with red, white, and yellow plugs, tied with blue tape.",
"audio video cable, blue twist tie",
"A dark AV cable featuring red, white, and yellow connectors, secured with blue tape.",
"A black AV cable with red, white, yellow plugs, tied with blue tape."
] | DIS-TR |
4#Architecture#13#Sculpture#41693687795_2e91cdf7f2_o.jpg | [
"A geometric sculpture with blue, yellow, and brown triangular shapes.",
"geometric abstract sculpture, colored panels",
"A geometric artwork featuring triangular forms in blue, yellow, and brown.",
"A sculpture with blue, yellow, and brown triangles."
] | DIS-TR |
11#Furniture#2#Bench#35921688623_9e477ce890_o.jpg | [
"A green metal bench with horizontal slats and four legs.",
"green metal bench",
"A green metallic bench featuring horizontal slats and four supports.",
"A green bench with slats and four legs."
] | DIS-TR |
21#Tool#3#Clock#27868543709_afce7ee865_o.jpg | [
"A round clock with metallic arms and handwritten text on its face.",
"clock, metal rods, decorative elements",
"A circular timepiece with metal hands and cursive writing on its dial.",
"A clock with arms and text on its face."
] | DIS-TR |
22#Weapon#2#MachineGun#3735496934_fb0e7812f1_o.jpg | [
"A wooden cart with two large wheels and metal spikes in front.",
"wooden platform, metal rods, wooden wheels",
"A wooden wagon featuring two big wheels and metal spikes at the front.",
"A cart with wheels and spikes."
] | DIS-TR |
17#Non-motor Vehicle#1#BabyCarriage#3728638604_9ffd789c2c_o.jpg | [
"A child sitting in a red stroller with a metal frame.",
"baby, red stroller",
"A kid seated in a crimson stroller with a metallic structure.",
"A child in a red stroller with a metal frame."
] | DIS-TR |
22#Weapon#1#Cannon#29261621152_190e0ab7a7_o.jpg | [
"A black cannon mounted on a wooden carriage with four wheels.",
"cannon, wooden carriage",
"A dark artillery piece placed on a wooden frame with four wheels.",
"A cannon on a wooden carriage with four wheels."
] | DIS-TR |
7#Electrical#4#FloorLamp#1819432948_572e4b5d81_o.jpg | [
"A tall bronze floor lamp with an upward bowl light and a side reading lamp.",
"Tall floor lamp, small reading lamp",
"A high bronze standing lamp featuring an upward bowl light and an additional side reading lamp.",
"A tall bronze lamp with a bowl light and a side reading lamp."
] | DIS-TR |
21#Tool#17#Tripod#337612041_b8f6f6e5f2_o.jpg | [
"A silver and black tripod with a blue hanging tag and adjustable legs.",
"Tripod, hanging tag",
"A black and silver tripod featuring a blue tag and legs that can be adjusted.",
"A tripod with silver and black colors, a blue tag, and adjustable legs."
] | DIS-TR |
19#Ship#5#SpeedBoat#2894451159_24a0808a47_o.jpg | [
"A yellow and white boat with antennas, life rings, and a red lifeboat.",
"yellow boat, lifebuoy, antenna",
"A boat colored yellow and white featuring antennas, life rings, and a red rescue boat.",
"A yellow and white boat with antennas, life rings, and a red boat."
] | DIS-TR |
6#Automobile#2#CableLift#49633135192_3e108b3219_o.jpg | [
"A ski lift with three people on a chair, wearing winter gear and skis.",
"ski lift, three people, skis, metal pole",
"A chairlift carrying three individuals dressed in winter clothing and equipped with skis.",
"A ski lift with three people on a chair, wearing gear and skis."
] | DIS-TR |
17#Non-motor Vehicle#12#Wheel#2561255356_6e06955499_o.jpg | [
"A black metal frame with two large wheels and suspended cylindrical objects.",
"large wheels, metal frame, cylindrical tanks, hanging mechanism",
"A dark metal structure featuring two big wheels and hanging cylindrical items.",
"A black metal frame with two wheels and suspended cylinders."
] | DIS-TR |
21#Tool#4#Flag#7779905288_c763b977b0_o.jpg | [
"A white flag with a red and blue circle and black symbols on a flagpole.",
"South Korean flag, flagpole",
"A flag that is white with a red and blue circle and black designs on a pole.",
"A white flag with a red and blue circle and black symbols on a pole."
] | DIS-TR |
10#Frame#1#BasketballHoop#37584700002_c1d1405a39_o.jpg | [
"A white basketball backboard on metal poles with leaf shadows on it.",
"basketball hoop, metal pole",
"A white basketball hoop backboard supported by metal poles, featuring shadows of leaves on its surface.",
"A white basketball backboard on poles with leaf shadows."
] | DIS-TR |
4#Architecture#12#Scaffold#50213467362_dc82f80860_o.jpg | [
"A tall metal scaffold structure with a pink cloth or tarp draped over a platform.",
"scaffolding, pink cloth",
"A high metallic scaffold with a pink fabric or tarpaulin covering a platform.",
"A tall scaffold structure with a pink cloth draped over a platform."
] | DIS-TR |
5#Artifact#2#Cage#42351537770_8ac677b975_o.jpg | [
"A green and white hamster cage with platforms, a ramp, and a hamster inside.",
"hamster, green hamster cage, food bowl, water bottle, bedding, ramp",
"A hamster enclosure in green and white featuring levels, a slope, and a hamster inside.",
"A hamster cage with platforms, a ramp, and a hamster."
] | DIS-TR |
6#Automobile#3#Car#3722967463_977816d437_o.jpg | [
"Two white open-sided shuttle carts with beige seats and metal railings.",
"white electric shuttle carts, metal railing seats",
"Two white open-air shuttle carts featuring beige seating and metal railings.",
"Two white shuttle carts with open sides, beige seats, and metal railings."
] | DIS-TR |
7#Electrical#1#Cable#30776808676_b6f0e830d1_o.jpg | [
"A black audio jack with blue cables extending from it.",
"audio jack, blue cable",
"A dark audio connector with azure wires coming out of it.",
"A black jack with blue cables."
] | DIS-TR |
15#Machine#2#Machine#1620160659_9571b7a7ab_o.jpg | [
"Industrial machine with metal pipes, valves, and a gauge. Boxy main body.",
"metal pipes, pressure gauge, industrial machine, valves, cylindrical tank",
"Industrial apparatus featuring metallic tubing, control valves, and a pressure gauge. Rectangular main structure.",
"Industrial machine with pipes, valves,... | DIS-TR |
20#Sports#3#Fishing#8982522738_36915c5bbe_o.jpg | [
"A child in a life vest holding a fishing rod. A green bucket on the ground.",
"child, fishing rod, green bucket",
"A kid wearing a life jacket and holding a fishing pole. A green pail is on the ground.",
"A child, life vest, fishing rod. Green bucket on the ground."
] | DIS-TR |
21#Tool#15#Tapeline#4140877146_569018b796_o.jpg | [
"A yellow measuring tape reel with a black handle and a white tape extended.",
"yellow tape measure, measuring tape",
"A yellow tape measure with a black grip and a white tape pulled out.",
"A yellow measuring tape with a black handle and a white tape."
] | DIS-TR |
7#Electrical#10#UtilityPole#95417967_b52fc2492d_o.jpg | [
"Three electrical transformers mounted on a wooden utility pole with power lines.",
"utility pole, power transformers, electrical wires",
"Three electrical converters installed on a wooden utility pole alongside power lines.",
"Three transformers on a wooden pole with power lines."
] | DIS-TR |
20#Sports#8#Racket#4750867331_76acaceb60_o.jpg | [
"A blue tennis racket held by a person wearing a white wristband.",
"tennis racket, person's arm",
"A blue tennis racquet grasped by an individual sporting a white wristband.",
"A blue tennis racket held by a person with a white wristband."
] | DIS-TR |
21#Tool#10#Spade#12491758995_a02f6a733b_o.jpg | [
"A rusty shovel, a rusty handle with a whisk, and a face-shaped sculpture.",
"rusty pipe, metal whisk, face sculpture, rusty shovel",
"An old spade, a corroded handle with a whisk, and a sculpture shaped like a face.",
"A shovel, a handle with a whisk, and a face-shaped sculpture."
] | DIS-TR |
1#Accessories#3#Eyeglasses#17926448_f28a8bc718_o.jpg | [
"A pair of eyeglasses with rectangular lenses and dark frames.",
"eyeglasses",
"A set of spectacles featuring rectangular lenses and dark-colored frames.",
"A pair of glasses with rectangular lenses and dark frames."
] | DIS-TR |
9#Entertainment#1#GymEquipment#33071743755_aac476164b_o.jpg | [
"A metal gym machine with pulleys, handles, and cables, seen from below.",
"cable machine, metal bar, pulleys, weight stack",
"A gym apparatus made of metal featuring pulleys, grips, and cables, viewed from underneath.",
"A gym machine with pulleys, handles, and cables, seen from below."
] | DIS-TR |
22#Weapon#5#Tank#7482042748_999e3d4a45_o.jpg | [
"A green military tank with a long barrel and visible treads.",
"green tank",
"A green armored vehicle with an extended cannon and noticeable tracks.",
"A green tank with a barrel and treads."
] | DIS-TR |
7#Electrical#4#FloorLamp#4643554147_d3045e5c30_o.jpg | [
"A tall floor lamp with a white shade and a round wooden shelf in the middle.",
"white lampshade, metal floor lamp, round wooden shelf, electrical cord",
"A high standing lamp featuring a white lampshade and a circular wooden shelf positioned in the center.",
"A tall lamp with a white shade and a wooden shelf... | DIS-TR |
22#Weapon#3#Missile#16613762013_b463dde922_o.jpg | [
"A camouflaged military truck towing a missile launcher in raised position.",
"Military truck, missile launcher",
"A concealed military vehicle pulling a missile launcher in an elevated stance.",
"A military truck towing a missile launcher in raised position."
] | DIS-TR |
14#Kitchenware#8#SweetStand#49528868917_dae538d82e_o.jpg | [
"Three-tiered tray with cakes, scones, and assorted tea sandwiches.",
"cakes, dessert glass, scones, finger sandwiches, serving stand",
"A three-level serving tray filled with pastries, scones, and a variety of tea sandwiches.",
"Three-tier tray with cakes, scones, and tea sandwiches."
] | DIS-TR |
11#Furniture#9#Easel#31628398343_53a09e13a5_o.jpg | [
"A wooden lectern, icon painting on an easel, and two tall candles.",
"wooden lectern, microphone, icon painting on easel, candles, candle holders, paper",
"A wooden podium, an icon painting on a stand, and a pair of tall candles.",
"A lectern, icon painting, and two candles."
] | DIS-TR |
4#Architecture#15#Tent#34008001_b84ebe6680_o.jpg | [
"A green canopy tent with four legs. A colorful round tag hangs from one side.",
"outdoor canopy tent, colorful tag",
"A green tent with four poles. A vibrant circular tag dangles from one side.",
"A green canopy tent with four legs. A round tag hangs from one side."
] | DIS-TR |
11#Furniture#9#Easel#21176123030_d51f6d62e3_o.jpg | [
"A person painting on a canvas set on an easel. The painting shows trees and a house.",
"person, easel, canvas, paintbrush, palette",
"An individual creating art on a canvas positioned on an easel. The artwork depicts trees and a cottage.",
"A person painting on a canvas on an easel. The painting shows trees ... | DIS-TR |
21#Tool#4#Flag#6876677699_695ab3b3b5_o.jpg | [
"Three yellow vertical feather flags with \"FUZZY'S\" and a taco graphic.",
"yellow promotional flags",
"Three yellow vertical banners featuring the text 'FUZZY'S' and a taco illustration.",
"Three yellow vertical flags with 'FUZZY'S' and a taco."
] | DIS-TR |
7#Electrical#4#FloorLamp#8845643053_19c20bdd07_o.jpg | [
"A silver adjustable desk lamp with a conical shade and long arm.",
"metal desk lamp",
"A metallic flexible desk light featuring a cone-shaped shade and an extended arm.",
"A silver desk lamp with a shade and arm."
] | DIS-TR |
7#Electrical#10#UtilityPole#48412382392_69c9451d4d_o.jpg | [
"A tall utility pole with wires, insulators, and a metal box attached.",
"utility pole, electrical wires, transformer",
"A high utility pole featuring cables, insulators, and an attached metal enclosure.",
"A tall utility pole with wires, insulators, and a metal box."
] | DIS-TR |
16#Music Instrument#6#Trumpet#3370839368_e34497db68_o.jpg | [
"A man in a cowboy hat playing a trumpet, wearing a vest and striped shirt.",
"cowboy hat, trumpet, striped shirt, leather vest, shoulder bag",
"A cowboy hat-wearing man playing a trumpet, dressed in a vest and a striped shirt.",
"A man, cowboy hat, trumpet, vest, striped shirt."
] | DIS-TR |
13#Insect#1#Ant#3398124862_2982877b52_o.jpg | [
"A reddish-brown insect with long legs and two long antennae.",
"ant-mimic insect",
"A brownish-red bug with long limbs and two extended feelers.",
"A reddish-brown insect with legs and two antennae."
] | DIS-TR |
16#Music Instrument#8#Violin#41683952280_17c169d01a_o.jpg | [
"Two people playing violins, one in black and one in a light blue shirt.",
"two men, violins, violin bows",
"Two individuals playing violins, one dressed in black and the other in a light blue shirt.",
"Two people with violins, one in black and one in light blue shirt."
] | DIS-TR |
13#Insect#7#Dragonfly#14106671120_1b824d77e4_o.jpg | [
"A green damselfly with transparent wings and its reflection below.",
"dragonfly, dragonfly reflection",
"A green damselfly featuring clear wings and its mirrored image underneath.",
"A green damselfly with wings and its reflection below."
] | DIS-TR |
4#Architecture#18#WindTurbine#8229369104_2bb4742a87_o.jpg | [
"Seven white wind turbines lined up diagonally. Each has three blades.",
"wind turbines",
"Seven white windmills arranged diagonally, each featuring three blades.",
"Seven wind turbines lined up diagonally. Each has three blades."
] | DIS-TR |
21#Tool#7#Rope#2363701953_8a6d1b81db_o.jpg | [
"A rusty metal ring linked to thick, weathered ropes tied together.",
"rusty metal ring, old rope",
"An oxidized metal loop connected to sturdy, aged ropes bound together.",
"A rusty ring linked to thick, weathered ropes."
] | DIS-TR |
4#Architecture#3#Crack#344573354_4d2042d108_o.jpg | [
"A long, jagged, rusty rod stretches diagonally across the image.",
"rusty wire",
"An elongated, uneven, corroded bar extends diagonally across the picture.",
"A rod stretches diagonally across the image."
] | DIS-TR |
4#Architecture#18#WindTurbine#14605704303_2da08c0582_o.jpg | [
"Five white wind turbines with three blades each, viewed.",
"wind turbines",
"Five white windmills with three blades each.",
"Five wind turbines with three blades each."
] | DIS-TR |
13#Insect#4#Butterfly#4478514248_6e17bb8a6b_o.jpg | [
"An orange and black butterfly with white spots on its wings.",
"orange and black butterfly",
"A butterfly that is orange and black with white dots on its wings.",
"An orange and black butterfly with white spots."
] | DIS-TR |
3#Aquatic#6#Dragonfish#509151369_8ebc4c446d_o.jpg | [
"A brown and white striped lionfish with long, spiky fins.",
"lionfish",
"A lionfish with brown and white stripes and long, spiky fins.",
"A lionfish with stripes and fins."
] | DIS-TR |
7#Electrical#1#Cable#4701972040_23750abb11_o.jpg | [
"A bundle of exposed, tangled wires with a USB connector on one end.",
"cut wires, USB cable",
"A collection of bare, intertwined wires featuring a USB connector at one end.",
"A bundle of wires with a USB connector."
] | DIS-TR |
15#Machine#1#Gear#6127952441_a053a96846_o.jpg | [
"Translucent plastic gears and rings are arranged in a scattered layout.",
"transparent gear wheels, transparent rings, transparent discs",
"Clear plastic cogs and circles are positioned in a random arrangement.",
"Plastic gears and rings are arranged in a scattered layout."
] | DIS-TR |
1#Accessories#3#Eyeglasses#3590020230_37b09a29b3_o.jpg | [
"A pair of glasses with brown-tinted lenses reflecting a wooden surface.",
"glasses",
"A set of spectacles with brown-tinted lenses mirroring a wooden surface.",
"Glasses with brown lenses reflecting a wood surface."
] | DIS-TR |
10#Frame#6#Skeleton#2916153586_eb8a099175_o.jpg | [
"A large turtle-like skeleton with a ribbed shell and extended flippers.",
"fossilized skeleton, flippers, ribs",
"A massive turtle-shaped skeleton featuring a ridged shell and elongated flippers.",
"A large turtle skeleton with a shell and flippers."
] | DIS-TR |
12#Graphics#4#TrafficSign#6935019111_2363ebb764_o.jpg | [
"A yellow overhead road sign structure with green and blue highway signs.",
"Highway road sign, yellow sign frame",
"A yellow overhead traffic sign framework featuring green and blue road signs.",
"A yellow road sign structure with green and blue signs."
] | DIS-TR |
21#Tool#11#Stand#2128544831_783f69f5e7_o.jpg | [
"A brass wall sconce with two unlit, worn candles.",
"golden wall sconce, candle holders, candles",
"A brass wall light fixture featuring two unlit, aged candles.",
"A brass wall sconce with two candles."
] | DIS-TR |
10#Frame#5#Rack#5002028896_7a4f1ac155_o.jpg | [
"A rectangular metal pipe frame structure with four round feet.",
"metal pipe frame",
"A rectangular metal tubing framework with four circular supports.",
"A rectangular pipe frame structure with four feet."
] | DIS-TR |
14#Kitchenware#3#Hydrovalve#3094892036_2be6b6c669_o.jpg | [
"A double stainless steel sink with a faucet and separate handles.",
"Double stainless steel sink, faucet, handles",
"A dual stainless steel basin with a tap and individual knobs.",
"A double sink made of stainless steel with a faucet and separate handles."
] | DIS-TR |
1#Accessories#3#Eyeglasses#4213390904_1945ecb539_o.jpg | [
"A pair of black-framed eyeglasses with clear lenses.",
"black eyeglasses",
"A set of black-rimmed spectacles with transparent lenses.",
"A pair of eyeglasses with clear lenses."
] | DIS-TR |
17#Non-motor Vehicle#12#Wheel#4547687879_cff667b8cd_o.jpg | [
"A car tire with a silver, three-spoke alloy rim.",
"car tire, alloy wheel",
"A vehicle wheel featuring a silver, three-spoke alloy rim.",
"A car tire with a silver alloy rim."
] | DIS-TR |
11#Furniture#3#BunkBed#2565823534_06f02b82a8_o.jpg | [
"A wooden bunk bed with patterned bedding on both levels.",
"wooden bunk bed, patterned bedding",
"A timber loft bed featuring decorative linens on each tier.",
"A wooden bunk bed with bedding on both levels."
] | DIS-TR |
4#Architecture#14#Stair#13350860384_534e995b7e_o.jpg | [
"A metal staircase with railings, slightly rusted and illuminated.",
"metal stairs, handrails",
"A metallic stairway with handrails, somewhat corroded and lit up.",
"A metal staircase with railings, rusted and illuminated."
] | DIS-TR |
20#Sports#6#PoleVault#4782230305_0b5588bbe1_o.jpg | [
"A woman in athletic wear holding a pole vault pole, mid-jump.",
"woman, pole vault pole, athletic clothing, running shoes",
"A female athlete in sports attire grasping a pole vault pole, airborne.",
"A woman in athletic wear holding a pole vault pole, jumping."
] | DIS-TR |
11#Furniture#14#LaundryRack#5355726091_515e1ceb50_o.jpg | [
"A pink plastic hanger with yellow and orange clothespins hanging from it.",
"plastic hanger, yellow clothespins, pink hook, plastic chain",
"A rosy plastic clothes hanger adorned with yellow and orange clips hanging from it.",
"A pink hanger with yellow and orange clothespins hanging from it."
] | DIS-TR |
11#Furniture#11#Handrail#6007109345_dc51e8c730_o.jpg | [
"Metal handrails forming zigzag patterns, illuminated against darkness.",
"metal handrails",
"Metal railings creating zigzag designs, lit up in the dark.",
"Metal handrails zigzag patterns, illuminated darkness."
] | DIS-TR |
End of preview. Expand in Data Studio
Description
This repository contains language prompts generated for the DIS5K dataset, used in training FlowDIS.
BibTeX
If you use our work in your research, please cite our publication:
@article{sargsyan2026flowdis,
title={{FlowDIS: Language-Guided Dichotomous Image Segmentation with Flow Matching}},
author={Sargsyan, Andranik and Navasardyan, Shant},
journal={arXiv preprint arXiv:2605.05077},
year={2026},
eprint={2605.05077},
archivePrefix={arXiv},
url={https://arxiv.org/abs/2605.05077}
}
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