Datasets:

Modalities:
Image
Text
Formats:
parquet
Size:
< 1K
Libraries:
Datasets
pandas
License:
image
imagewidth (px)
512
512
id
stringlengths
12
12
source_prompt
stringlengths
5
74
target_prompt
stringlengths
24
87
edit_action
stringlengths
117
313
aspect_mapping
stringlengths
11
70
blended_words
stringlengths
11
81
mask
stringclasses
14 values
000000000000
a slanted mountain bicycle on the road in front of a building
a slanted [rusty] mountain [motorcycle] in front of a [fence]
{"rusty": {"position": 2, "edit_type": 7, "action": "+"}, "motorcycle": {"position": 3, "edit_type": 1, "action": "bicycle"}, "fence": {"position": 11, "edit_type": 8, "action": "building"}, "on the road": {"position": 4, "edit_type": 3, "action": "-"}}
{"motorcycle": ["rusty"], "fence": [], "road": []}
["bicycle,motorcycle", "building,fence", "road,"]
0 262144
000000000001
a round cake with orange frosting on a wooden plate
a [square] cake with [strawberry frosting] on a [plastic] plate
{"square": {"position": 1, "edit_type": 4, "action": "round"}, "strawberry frosting": {"position": 4, "edit_type": 6, "action": "orange frosting"}, "plastic": {"position": 8, "edit_type": 7, "action": "wooden"}}
{"cake": ["square", "strawberry frosting"], "plate": ["plastic"]}
["cake,cake", "plate,plate"]
0 262144
000000000002
a cat sitting on a wooden chair
a [red] [dog] [with flowers in mouth] [standing] on a [metal] chair
{"red": {"position": 1, "edit_type": 6, "action": "+"}, "dog": {"position": 1, "edit_type": 1, "action": "cat"}, "with flowers in mouth": {"position": 2, "edit_type": 2, "action": "+"}, "standing": {"position": 2, "edit_type": 5, "action": "sitting"}, "metal": {"position": 5, "edit_type": 7, "action": "wooden"}}
{"dog": ["red", "standing"], "chair": ["metal"], "flowers": []}
["cat,dog", "chair,chair"]
0 262144
000000000003
blue light, a black and white cat is playing with a flower
blue light, a black and white [dog] is playing with a [yellow] [ball]
{"dog": {"position": 6, "edit_type": 1, "action": "cat"}, "yellow": {"position": 11, "edit_type": 6, "action": "+"}, "ball": {"position": 12, "edit_type": 1, "action": "flower"}}
{"dog": [], "ball": ["yellow"]}
["cat,dog", "flower,ball"]
0 262144
000000000004
a cat sitting next to a mirror
a [silver] cat [sculpture] [standing] next to a mirror
{"silver": {"position": 1, "edit_type": 6, "action": "+"}, "dog": {"position": 1, "edit_type": 1, "action": "cat"}, "sculpture": {"position": 2, "edit_type": 7, "action": "+"}, "standing": {"position": 2, "edit_type": 5, "action": "sitting"}}
{"dog": ["silver", "sculpture", "standing"]}
["cat,dog"]
0 262144
000000000005
an orange cat sitting on top of a fence
an [white] cat [and a dog] [standing] on top of a fence
{"white": {"position": 1, "edit_type": 6, "action": "orange"}, "and a dog": {"position": 3, "edit_type": 2, "action": "+"}, "standing": {"position": 3, "edit_type": 5, "action": "sitting"}}
{"cat": ["white", "standing"], "dog": []}
["cat,cat"]
0 262144
000000000006
a cup of coffee with drawing of tulip putted on the wooden table
a [yellow] cup of [milk] with drawing of [rose] putted on the wooden table
{"yellow": {"position": 1, "edit_type": 6, "action": "+"}, "milk": {"position": 3, "edit_type": 1, "action": "coffee"}, "rose": {"position": 7, "edit_type": 1, "action": "tulip"}}
{"cup": ["yellow"], "milk": [], "rose": []}
["coffee,milk", "tulip,rose", "cup,cup"]
0 262144
000000000007
a german shepherd dog stands on the grass with mouth closed
a [white] german shepherd dog [sits] on the grass with [big] mouth [opened]
{"white": {"position": 1, "edit_type": 6, "action": "+"}, "sits": {"position": 4, "edit_type": 5, "action": "stands"}, "big": {"position": 9, "edit_type": 4, "action": "+"}, "opened": {"position": 10, "edit_type": 5, "action": "closed"}}
{"dog": ["white", "sits"], "mouth": ["big", "opened"]}
["dog,dog", "mouth,mouth"]
0 262144
000000000008
a golden retriever holding a tulip sitting on the ground in front of fence
a [black] [german shepherd] holding a [rose] [standing] on the ground in front of fence
{"black": {"position": 1, "edit_type": 6, "action": "+"}, "german shepherd": {"position": 1, "edit_type": 1, "action": "golden retriever"}, "rose": {"position": 5, "edit_type": 1, "action": "tulip"}, "standing": {"position": 6, "edit_type": 5, "action": "sitting"}}
{"german shepherd": ["black", "standing"], "rose": []}
["golden retriever,german shepherd", "tulip,rose"]
0 262144
000000000009
a dog is laying down on a white background
[Painting of] a [lion] laying down on a [blue background]
{"Painting of": {"position": 0, "edit_type": 9, "action": "+"}, "lion": {"position": 1, "edit_type": 1, "action": "dog"}, "blue background": {"position": 7, "edit_type": 8, "action": "white background"}}
{"lion": [], "background": ["blue background"]}
["dog,lion", "background,background", ",Painting of"]
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000000000010
photo of a goat and a cat standing on rocks near the ocean
photo of a [white] [horse] and a cat [sitting] on rocks near the ocean
{"horse": {"position": 3, "edit_type": 1, "action": "goat"}, "white": {"position": 3, "edit_type": 6, "action": "+"}, "sitting": {"position": 7, "edit_type": 5, "action": "standing"}}
{"horse": ["white", "sitting"]}
["goat,horse"]
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229375 2 229887 2 230399 2 230911 2 231423 2 231935 2 232447 2 232959 2 233471 2 233983 2 234495 2 235007 2 235519 2 236031 2 236543 2 237055 2 237567 2 238079 2 238591 2 239103 2 239615 2 240127 2 240639 2 241151 2 241663 2 242175 2 242687 2 243199 2 243711 2 244223 2 244735 2 245247 2 245759 2 246271 2 246783 2 247295 2 247807 2 248319 2 248831 2 249343 2 249855 2 250367 2 250879 2 251391 2 251903 2 252415 2 252927 2 253439 2 253951 2 254463 2 254975 2 255487 2 255999 2 256511 2 257023 2 257535 2 258047 2 258559 2 259071 2 259583 2 260095 2 260607 2 261119 2 261631 513
000000000011
a colorful bird standing on a branch
a [brown] [owl] standing on a [red] [flower]
{"brown": {"position": 1, "edit_type": 6, "action": "colorful"}, "owl": {"position": 2, "edit_type": 1, "action": "bird"}, "red": {"position": 6, "edit_type": 6, "action": "+"}, "flower": {"position": 6, "edit_type": 1, "action": "branch"}}
{"owl": ["brown"], "flower": ["red"]}
["bird,owl", "branch,flower"]
0 262144
000000000012
meat balls on white ceramics plate
[Tuna sushi] on white [metal] plate
{"Tuna sushi": {"position": 0, "edit_type": 1, "action": "meat balls"}, "metal": {"position": 4, "edit_type": 7, "action": "ceramics"}}
{"Tuna sushi": [], "plate": ["metal"]}
["meat balls,Tuna sushi", "plate,plate"]
0 262144
000000000013
three white dumplings on brown wooden bowl
three white [cupcakes] on [black] [metal] bowl
{"cupcakes": {"position": 2, "edit_type": 1, "action": "dumplings"}, "black": {"position": 4, "edit_type": 6, "action": "brown"}, "metal": {"position": 5, "edit_type": 7, "action": "+"}}
{"cupcakes": [], "bowl": ["black", "metal"]}
["dumplings,cupcakes", "bowl,bowl"]
0 262144
000000000014
a man in black shirt with his hands hanging down standing by a house
a man in [white] shirt with his hands [up] standing by a house
{"white": {"position": 3, "edit_type": 6, "action": "black"}, "up": {"position": 5, "edit_type": 5, "action": "hanging down"}}
{"shirt": ["white"], "hands": ["up"]}
["shirt,shirt", "hands,hands"]
0 262144
000000000015
white plate with fruits on it
[Blue] [metal] plate with [vegatables] on it
{"Blue": {"position": 0, "edit_type": 6, "action": "white"}, "metal": {"position": 1, "edit_type": 7, "action": "+"}, "vegatables": {"position": 3, "edit_type": 1, "action": "fruits"}}
{"plate": ["Blue", "metal"], "vegatables": []}
["fruits,vegatables", "plate,plate"]
0 262144
000000000016
a plate with grilled steak on it
a [white] plate with grilled [salmon] [and mushroom] on it
{"white": {"position": 1, "edit_type": 6, "action": "+"}, "salmon": {"position": 4, "edit_type": 1, "action": "steak"}, "and mushroom": {"position": 5, "edit_type": 2, "action": "+"}}
{"plate": ["white"], "salmon": [], "mushroom": []}
["steak,salmon", "plate,plate"]
0 262144
000000000017
photo of a statue in front view
photo of a [white] [Teddy Bear] [in side view]
{"white": {"position": 3, "edit_type": 6, "action": "+"}, "Teddy Bear": {"position": 3, "edit_type": 1, "action": "statue"}, "in side view": {"position": 4, "edit_type": 4, "action": "in front view"}}
{"Teddy Bear": ["white", "in side view"]}
["statue,Teddy Bear"]
0 262144
000000000018
the statue of liberty holding a torch
the statue of [angel] holding a [red] [flower]
{"angel": {"position": 3, "edit_type": 1, "action": "liberty"}, "red": {"position": 6, "edit_type": 6, "action": "+"}, "flower": {"position": 6, "edit_type": 1, "action": "torch"}}
{"angel": [], "flower": ["red"]}
["liberty,angel", "torch,flower"]
0 262144
000000000019
white tiger on brown ground
white [cat] on [green grass]
{"cat": {"position": 1, "edit_type": 1, "action": "tiger"}, "green grass": {"position": 3, "edit_type": 8, "action": "brown ground"}}
{"cat": [], "grass": []}
["tiger,cat", "grass,grass"]
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000000000020
two birds sitting on a branch
two [toy] [cats] [standing] on a branch
{"toy": {"position": 1, "edit_type": 7, "action": "+"}, "cats": {"position": 1, "edit_type": 1, "action": "birds"}, "standing": {"position": 2, "edit_type": 5, "action": "sitting"}}
{"cats": ["toy", "standing"]}
["birds,cats"]
0 262144
000000000021
two parrots sitting on a stick, city street background
two [metal] [owls] sitting on a stick, [forest] background
{"metal": {"position": 1, "edit_type": 7, "action": "+"}, "owls": {"position": 1, "edit_type": 1, "action": "parrots"}, "forest": {"position": 6, "edit_type": 8, "action": "city"}}
{"owls": ["metal"], "background": ["forest"]}
["parrots,owls", "background,background"]
0 262144
000000000022
an orange van with surfboards on top
an [pink] [taxi] with [colorful] [flowers] on top
{"pink": {"position": 1, "edit_type": 6, "action": "orange"}, "taxi": {"position": 2, "edit_type": 1, "action": "van"}, "colorful": {"position": 4, "edit_type": 6, "action": "+"}, "flowers": {"position": 4, "edit_type": 1, "action": "surfboards"}}
{"taxi": ["pink"], "flowers": ["colorful"]}
["van,taxi", "surfboards,flowers"]
0 262144
000000000023
a gray horse in the field
a [black] [cow] [with white patterns] in the field
{"black": {"position": 1, "edit_type": 6, "action": "gray"}, "cow": {"position": 2, "edit_type": 1, "action": "horse"}, "with white patterns": {"position": 3, "edit_type": 4, "action": "+"}}
{"cow": ["black", "with white patterns"]}
["horse,cow"]
0 262144
000000000024
a white horse running in the sunset
a [golden] [dog] [jumping] in the sunset
{"golden": {"position": 1, "edit_type": 6, "action": "white"}, "dog": {"position": 2, "edit_type": 1, "action": "horse"}, "jumping": {"position": 3, "edit_type": 5, "action": "running"}}
{"dog": ["golden", "jumping"]}
["horse,dog"]
0 262144
000000000025
a woman with blue hair wearing a shirt
a woman with [red] hair wearing a [coat]
{"red": {"position": 3, "edit_type": 6, "action": "blue"}, "coat": {"position": 7, "edit_type": 1, "action": "shirt"}}
{"hair": ["red"], "coat": []}
["shirt,coat", "hair,hair"]
0 262144
000000000026
a yellow bird with a red beak sitting on a branch
a [toy] [cat] with a red [fur] sitting on a branch
{"toy": {"position": 1, "edit_type": 4, "action": "+"}, "yellow": {"position": 1, "edit_type": 3, "action": "-"}, "cat": {"position": 2, "edit_type": 1, "action": "bird"}, "fur": {"position": 6, "edit_type": 4, "action": "beak"}}
{"cat": ["toy", "yellow", "fur"]}
["bird,cat"]
0 262144
000000000027
a opened eyes cat sitting on wooden floor
a [closed eyes] [dog] sitting on [green grass]
{"closed eyes": {"position": 1, "edit_type": 5, "action": "opened eyes"}, "dog": {"position": 3, "edit_type": 1, "action": "cat"}, "green grass": {"position": 6, "edit_type": 8, "action": "wooden floor"}}
{"dog": ["closed eyes"], "green grass": []}
["cat,dog", "wooden floor,green grass"]
0 262144
000000000028
white flowers on a tree branch with blue sky background
[Painting of] [red] flowers on a tree branch with [white background]
{"Painting of": {"position": 0, "edit_type": 9, "action": "+"}, "red": {"position": 1, "edit_type": 6, "action": "+"}, "white background": {"position": 7, "edit_type": 8, "action": "sky background"}}
{"flowers": ["red"], "background": ["white background"]}
["flowers,flowers", "background,background", ",Painting of"]
0 262144
000000000029
a kitten walking on the grass
a [duck] [sitting] on the [floor]
{"duck": {"position": 1, "edit_type": 1, "action": "kitten"}, "sitting": {"position": 2, "edit_type": 5, "action": "walking"}, "floor": {"position": 5, "edit_type": 8, "action": "grass"}}
{"duck": ["sitting"], "floor": []}
["kitten,duck", "grass,floor"]
0 262144
000000000030
a stream in a lush forest with rocks
a [road] in a lush [city] with [black] rocks
{"road": {"position": 1, "edit_type": 1, "action": "stream"}, "city": {"position": 5, "edit_type": 8, "action": "forest"}, "black": {"position": 7, "edit_type": 6, "action": "+"}}
{"road": [], "city": [], "rocks": ["black"]}
["stream,road", "rocks,rocks", "forest,city"]
0 262144
000000000031
a red rose in the dark
a [blue] [tulip] in the [yellow] [light]
{"blue": {"position": 1, "edit_type": 6, "action": "red"}, "tulip": {"position": 2, "edit_type": 1, "action": "rose"}, "yellow": {"position": 5, "edit_type": 6, "action": "+"}, "light": {"position": 5, "edit_type": 8, "action": "dark"}}
{"tulip": ["blue"], "light": ["yellow"]}
["rose,tulip", "dark,light"]
0 262144
000000000032
a group of pink flowers hanging from a tree
a group of [red] [apples] hanging from a [big] tree
{"red": {"position": 3, "edit_type": 6, "action": "pink"}, "apples": {"position": 4, "edit_type": 1, "action": "flowers"}, "big": {"position": 8, "edit_type": 4, "action": "+"}}
{"apples": ["red"], "tree": ["big"]}
["flowers,apples", "tree,tree"]
0 262144
000000000033
a cartoon of a boy walking his dog in autumn
a [painting] of a boy walking his [cat] in [winter]
{"painting": {"position": 1, "edit_type": 9, "action": "cartoon"}, "cat": {"position": 7, "edit_type": 1, "action": "dog"}, "winter": {"position": 9, "edit_type": 8, "action": "autumn"}}
{"cat": []}
["dog,cat", "winter,winter", ",painting"]
0 262144
000000000034
a mother duck and her babies are standing near the water
[a sketch painting of] a mother [cat] and her babies are standing near the [forest]
{"a sketch painting of": {"position": 0, "edit_type": 9, "action": "+"}, "cat": {"position": 2, "edit_type": 1, "action": "duck"}, "forest": {"position": 10, "edit_type": 8, "action": "water"}}
{"cat": [], "forest": []}
["duck,cat", "water,forest", ",a sketch painting of"]
0 262144
000000000035
photograph, window of the world by jimmy kirk
[painting], [yellow] [ball] of the world by jimmy kirk
{"painting": {"position": 0, "edit_type": 9, "action": "photograph"}, "yellow": {"position": 1, "edit_type": 6, "action": "+"}, "ball": {"position": 1, "edit_type": 1, "action": "window"}}
{"ball": ["yellow"]}
["window,ball", ",painting"]
0 262144
000000000036
smoke
[red] [flame] [in the dark]
{"red": {"position": 0, "edit_type": 6, "action": "+"}, "flame": {"position": 0, "edit_type": 1, "action": "smoke"}, "in the dark": {"position": 1, "edit_type": 8, "action": "+"}}
{"flame": ["red"], "in the dark": []}
["smoke,flame", "in the dark,in the dark"]
0 262144
000000000037
mountain landscape with flowers and withered grass
[snow] mountain landscape with flowers and [green] grass
{"snow": {"position": 0, "edit_type": 4, "action": "+"}, "green": {"position": 5, "edit_type": 6, "action": "withered"}}
{"mountain": ["snow"], "grass": ["green"]}
["grass,grass", "mountain,mountain"]
0 262144
000000000038
a little girl with green eyes and flowers in a blue dress
a little girl with [blue] eyes and [yellow] flowers in a blue [coat]
{"blue": {"position": 4, "edit_type": 6, "action": "green"}, "yellow": {"position": 7, "edit_type": 6, "action": "+"}, "coat": {"position": 11, "edit_type": 1, "action": "dress"}}
{"eyes": ["blue"], "coat": ["yellow"]}
["dress,coat", "eyes,eyes"]
0 262144
000000000039
two ducks in the dirt
two [cats] [swimming] in the [sea]
{"cats": {"position": 1, "edit_type": 1, "action": "ducks"}, "swimming": {"position": 2, "edit_type": 5, "action": "+"}, "sea": {"position": 4, "edit_type": 8, "action": "dirt"}}
{"cats": ["swimming"], "sea": []}
["ducks,cats", "dirt,sea"]
0 262144
000000000040
a cat sitting with beads collar
a [orange] cat sitting with [cotton] [scarf] [putting hands up]
{"orange": {"position": 1, "edit_type": 6, "action": "+"}, "cotton": {"position": 4, "edit_type": 7, "action": "beads"}, "scarf": {"position": 5, "edit_type": 1, "action": "scarf"}, "putting hands up": {"position": 6, "edit_type": 5, "action": "+"}}
{"cat": ["orange", "putting hands up"], "scarf": ["cotton"]}
["scarf,scarf", "cat,cat"]
0 262144
000000000041
the arctic sky
[a spacecraft in] the [blue] arctic sky
{"a spacecraft in": {"position": 0, "edit_type": 2, "action": "+"}, "blue": {"position": 1, "edit_type": 6, "action": "+"}}
{"spacecraft": [], "sky": ["blue"]}
["sky,sky"]
0 262144
000000000042
a black wolf is standing on rocks in a dark forest
a [white] [dog] is standing on rocks in a [bright] forest
{"white": {"position": 1, "edit_type": 6, "action": "black"}, "dog": {"position": 2, "edit_type": 1, "action": "wolf"}, "bright": {"position": 9, "edit_type": 8, "action": "dark"}}
{"dog": ["white"], "bright": []}
["wolf,dog", "dark,bright"]
0 262144
000000000043
a large red cargo ship in the ocean at sunset
a [small] [blue] [cruise] ship in the ocean at sunset
{"small": {"position": 1, "edit_type": 4, "action": "large"}, "blue": {"position": 2, "edit_type": 6, "action": "red"}, "cruise": {"position": 3, "edit_type": 1, "action": "cargo"}}
{"ship": ["small", "blue", "cruise"]}
["ship,ship"]
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000000000044
a cat sitting in the grass
a [yellow] cat [with red scarf] sitting in the [flowers]
{"yellow": {"position": 1, "edit_type": 6, "action": "+"}, "with red scarf": {"position": 2, "edit_type": 2, "action": "+"}, "flowers": {"position": 5, "edit_type": 8, "action": "grass"}}
{"cat": ["yellow", "with red scarf"], "flowers": []}
["cat,cat", "grass,flowers"]
0 262144
000000000045
the christmas illustration of a santa's laughing face
the christmas [card] of a santa's [angry] face [with red mustache]
{"card": {"position": 2, "edit_type": 1, "action": "illustration"}, "angry": {"position": 6, "edit_type": 4, "action": "laughing"}, "with red mustache": {"position": 8, "edit_type": 4, "action": "+"}}
{"santa": ["card", "angry", "with red mustache"]}
["santa,santa"]
0 262144
000000000046
painting of clouds in the sky
[photo] of [pink] [stars] in the sky
{"photo": {"position": 0, "edit_type": 9, "action": "painting"}, "pink": {"position": 2, "edit_type": 6, "action": "+"}, "stars": {"position": 2, "edit_type": 1, "action": "clouds"}}
{"stars": ["pink"]}
["clouds,stars", ",photo"]
0 262144
000000000047
rusty car by jill kaufman
[shiny] [blue] [bus] by jill kaufman
{"shiny": {"position": 0, "edit_type": 7, "action": "rusty"}, "blue": {"position": 1, "edit_type": 6, "action": "+"}, "bus": {"position": 1, "edit_type": 1, "action": "car"}}
{"bus": ["shiny", "blue"]}
["car,bus"]
0 262144
000000000048
sunset over a field with clouds and a bright sky
sunset over a field with [pink] [stars] and a [dark] sky
{"pink": {"position": 5, "edit_type": 6, "action": "+"}, "stars": {"position": 5, "edit_type": 1, "action": "clouds"}, "dark": {"position": 8, "edit_type": 8, "action": "bright"}}
{"stars": ["pink"], "dark": []}
["clouds,stars", "bright,dark"]
0 262144
000000000049
black chair in a conference room
[yellow] [metal] chair [with black dots] in a conference room
{"yellow": {"position": 0, "edit_type": 6, "action": "black"}, "metal": {"position": 1, "edit_type": 7, "action": "+"}, "with black dots": {"position": 2, "edit_type": 4, "action": "+"}}
{"chair": ["yellow", "with black dots", "metal"]}
["chair,chair"]
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000000000050
a bird standing on clods
a [cat] [jumping] on [eggs]
{"cat": {"position": 1, "edit_type": 1, "action": "bird"}, "jumping": {"position": 2, "edit_type": 5, "action": "standing"}, "eggs": {"position": 4, "edit_type": 1, "action": "clods"}}
{"cat": ["jumping"], "eggs": []}
["bird,cat", "clods,eggs"]
0 262144
000000000051
a painting of colorful flowers in a blue vase
a painting of [red] flowers in a [white] vase
{"red": {"position": 3, "edit_type": 6, "action": "colorful"}, "white": {"position": 9, "edit_type": 6, "action": "blue"}}
{"flowers": ["red"], "vase": ["white"]}
["flowers,flowers", "vase,vase"]
0 262144
000000000052
a logo of bird shape in a black background
a logo of [X] [with pink color] in a [light background]
{"X": {"position": 3, "edit_type": 1, "action": "bird"}, "with pink color": {"position": 4, "edit_type": 6, "action": "+"}, "light background": {"position": 7, "edit_type": 8, "action": "black background"}}
{"logo": ["X", "with pink color"], "background": ["light background"]}
["logo,logo", "background,background"]
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000000000053
a fluffy dog with a blue leash sitting in the grass
a fluffy [cat] with a blue leash [jumping] on the [ground]
{"cat": {"position": 2, "edit_type": 1, "action": "dog"}, "jumping": {"position": 7, "edit_type": 5, "action": "sitting"}, "ground": {"position": 10, "edit_type": 8, "action": "grass"}}
{"cat": ["jumping"], "ground": []}
["dog,cat", "grass,ground"]
0 262144
000000000054
a camera and a notebook on a bed
a [red] [ball] and a notebook on a [table]
{"red": {"position": 1, "edit_type": 6, "action": "+"}, "ball": {"position": 1, "edit_type": 1, "action": "camera"}, "table": {"position": 7, "edit_type": 1, "action": "bed"}}
{"ball": ["red"], "table": []}
["camera,ball", "bed,table"]
0 262144
000000000055
a black dog is looking at the camera in the snow
a [white] [tiger] is looking at the camera in the [rain]
{"white": {"position": 1, "edit_type": 1, "action": "black"}, "tiger": {"position": 2, "edit_type": 1, "action": "dog"}, "rain": {"position": 10, "edit_type": 1, "action": "snow"}}
{"tiger": ["white"], "rain": []}
["dog,tiger", "snow,rain"]
0 262144
000000000056
a meerkat puppy wrapped in a blue towel
a [lion] puppy [with black fur] wrapped in a blue [coat]
{"lion": {"position": 1, "edit_type": 0, "action": "meerkat"}, "with black fur": {"position": 2, "edit_type": 0, "action": "puppy"}, "coat": {"position": 8, "edit_type": 0, "action": "+"}}
{"lion": ["with black fur"], "coat": []}
["meerkat,lion", "coat,coat"]
0 262144
000000000057
an owl sitting on a branch
[a photo of] an owl [jumping] on a [rock]
{"a photo of": {"position": 0, "edit_type": 9, "action": "+"}, "jumping": {"position": 2, "edit_type": 5, "action": "sitting"}, "rock": {"position": 5, "edit_type": 1, "action": "branch"}}
{"owl": ["jumping"], "rock": []}
["branch,rock", "owl,owl", ",a photo of"]
0 262144
000000000058
purple tulips in vase
[yellow] [roses] in [blue] vase
{"yellow": {"position": 0, "edit_type": 6, "action": "purple"}, "roses": {"position": 1, "edit_type": 1, "action": "tulips"}, "blue": {"position": 3, "edit_type": 6, "action": "+"}}
{"roses": ["yellow"], "vase": ["blue"]}
["tulips,roses", "vase,vase"]
0 262144
000000000059
a cartoon goat
a cartoon [cat] [face backward] [is jumping]
{"cat": {"position": 2, "edit_type": 1, "action": "goat"}, "face backward": {"position": 3, "edit_type": 4, "action": "+"}, "is jumping": {"position": 4, "edit_type": 5, "action": "+"}}
{"cat": ["face backward", "is jumping"]}
["goat,cat"]
0 262144
000000000060
a yellow apple sitting on top of a wooden table
a [red] [pear] sitting on top of a [glass] table
{"red": {"position": 1, "edit_type": 6, "action": "+"}, "pear": {"position": 2, "edit_type": 1, "action": "apple"}, "glass": {"position": 8, "edit_type": 7, "action": "wooden"}}
{"pear": ["red"], "table": ["glass"]}
["apple,pear", "table,table"]
0 262144
000000000061
a mid autumn road lined with trees and leaves
a mid [winter] road [with rocks] lined with trees and [flowers]
{"winter": {"position": 2, "edit_type": 4, "action": "autumn"}, "with rocks": {"position": 4, "edit_type": 2, "action": "+"}, "flowers": {"position": 8, "edit_type": 1, "action": "leaves"}}
{"road": ["winter", "with rocks"], "flowers": []}
["leaves,flowers", "road,road"]
0 262144
000000000062
a rabbit is sitting in a pile of colorful eggs
a [cat] is [sleeping] in a pile of colorful [stones]
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{"cat": ["sleeping"], "stones": []}
["rabbit,cat", "eggs,stones"]
0 262144
000000000063
a vase with some blooming flowers in it
a [white] vase with some [wilted] [vegatables] in it
{"white": {"position": 1, "edit_type": 6, "action": "+"}, "wilted": {"position": 4, "edit_type": 4, "action": "+"}, "vegatables": {"position": 5, "edit_type": 1, "action": "flowers"}}
{"vase": ["white"], "vegatables": ["wilted"]}
["flowers,vegatables", "vase,vase"]
0 262144
000000000064
a woman in front of a glowing yellow light
a woman [riding a lion] in front of a glowing [red] [flame]
{"riding a lion": {"position": 2, "edit_type": 2, "action": "+"}, "red": {"position": 7, "edit_type": 6, "action": "yellow"}, "flame": {"position": 8, "edit_type": 1, "action": "light"}}
{"woman": ["riding a lion"], "flame": ["red"]}
["light,flame"]
0 262144
000000000065
a bird is sitting on a branch with moss
a [blue] bird is [standing] on a [stone]
{"blue": {"position": 1, "edit_type": 6, "action": "+"}, "standing": {"position": 3, "edit_type": 5, "action": "sitting"}, "stone": {"position": 6, "edit_type": 1, "action": "branch with moss"}}
{"bird": ["blue", "standing"], "stone": []}
["branch with moss,stone", "bird,bird"]
0 262144
000000000066
a dalmatian dog laying on the ground
[painting of] a [german shepherd] [standing] on the ground
{"german shepherd": {"position": 1, "edit_type": 4, "action": "dalmatian dog"}, "standing": {"position": 3, "edit_type": 5, "action": "laying"}, "painting of": {"position": 0, "edit_type": 9, "action": "+"}}
{"german shepherd": ["standing"]}
["dalmatian dog,german shepherd", ",painting of"]
0 262144
000000000067
a woman in a jacket standing in the rain
a woman in a [white] [shirt] [crying] in the rain
{"white": {"position": 4, "edit_type": 6, "action": "+"}, "shirt": {"position": 4, "edit_type": 1, "action": "jacket"}, "crying": {"position": 5, "edit_type": 5, "action": "standing"}}
{"shirt": ["white"], "woman": ["crying"]}
["jacket,shirt", "woman,woman"]
0 262144
000000000068
photo of horses running in the woods
[painting] of [white] [unicorns] [standing] in the woods
{"painting": {"position": 0, "edit_type": 9, "action": "photo"}, "white": {"position": 2, "edit_type": 6, "action": "+"}, "unicorns": {"position": 2, "edit_type": 1, "action": "horses"}, "standing": {"position": 3, "edit_type": 5, "action": "running"}}
{"unicorns": ["white", "standing"]}
["horses,unicorns", ",painting"]
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000000000069
sea and house
[forest] [with snow] and [bus]
{"forest": {"position": 0, "edit_type": 4, "action": "+"}, "with snow": {"position": 1, "edit_type": 4, "action": "sea"}, "bus": {"position": 2, "edit_type": 1, "action": "house"}}
{"forest": ["with snow"], "bus": []}
["house,bus", "forest,forest"]
0 262144
000000000070
the city of dresden, germany, europe
[a sunny day of] the [park] of dresden, germany, europe
{"a sunny day of": {"position": 0, "edit_type": 4, "action": "+"}, "park": {"position": 1, "edit_type": 1, "action": "city"}}
{"park": ["a sunny day of"]}
["city,park"]
0 262144
000000000071
an apple with two faces on it in a white background
an [orange] with two [hands] on it in a [dark background]
{"orange": {"position": 1, "edit_type": 1, "action": "apple"}, "hands": {"position": 4, "edit_type": 1, "action": "faces"}, "dark background": {"position": 9, "edit_type": 8, "action": "white background"}}
{"orange": [], "hands": [], "background": ["dark background"]}
["apple,orange", "faces,hands", "background,background"]
0 262144
000000000072
colorful cups
[wooden] [green] [vases]
{"wooden": {"position": 0, "edit_type": 7, "action": "+"}, "green": {"position": 0, "edit_type": 6, "action": "colorful"}, "vases": {"position": 1, "edit_type": 1, "action": "cups"}}
{"vases": ["wooden", "green"]}
["cups,vases"]
0 262144
000000000073
a spring field with trees and a blue sky
a [autumn] field with [buildings] and a [pink] sky
{"autumn": {"position": 1, "edit_type": 4, "action": "spring"}, "buildings": {"position": 4, "edit_type": 1, "action": "trees"}, "pink": {"position": 7, "edit_type": 6, "action": "blue"}}
{"autumn": [], "buildings": [], "sky": ["pink"]}
["trees,buildings", "sky,sky", "spring,autumn"]
0 262144
000000000074
a mountain is covered in clouds and snow
a [building] is covered in [leaves] and snow
{"building": {"position": 1, "edit_type": 1, "action": "mountain"}, "leaves": {"position": 5, "edit_type": 1, "action": "clouds"}}
{"building": [], "leaves": []}
["mountain,building", "clouds,leaves"]
0 262144
000000000075
a woman with flowers around her face
a woman with [cats] [and dogs] [playing] around her face
{"cats": {"position": 3, "edit_type": 1, "action": "flowers"}, "and dogs": {"position": 4, "edit_type": 2, "action": "+"}, "playing": {"position": 5, "edit_type": 4, "action": "+"}}
{"cats": [], "dogs": ["playing"]}
["flowers,cats", "dogs,dogs"]
0 262144
000000000076
a painting of a cup with a smoke coming out of it
a painting of a [golden] [vase] with a [flower] coming out of it
{"golden": {"position": 4, "edit_type": 6, "action": "+"}, "vase": {"position": 4, "edit_type": 1, "action": "cup"}, "flower": {"position": 7, "edit_type": 1, "action": "smoke"}}
{"vase": ["golden"], "flower": []}
["cup,vase", "smoke,flower"]
0 262144
000000000077
a painting of a cabin in the snow with mountains in the background
a painting of a [car] in the snow with [colorful] [buildings] in the background
{"car": {"position": 4, "edit_type": 1, "action": "cabin"}, "colorful": {"position": 9, "edit_type": 6, "action": "+"}, "buildings": {"position": 9, "edit_type": 1, "action": "mountains"}}
{"car": [], "buildings": ["colorful"]}
["cabin,car", "mountains,buildings"]
0 262144
000000000078
ocean with clouds in the sky
ocean with [stars] [shining] in the [pink] sky
{"stars": {"position": 2, "edit_type": 1, "action": "clouds"}, "shining": {"position": 2, "edit_type": 4, "action": "+"}, "pink": {"position": 5, "edit_type": 6, "action": "+"}}
{"stars": ["shining"], "sky": ["pink"]}
["clouds,stars", "sky,sky"]
0 262144
000000000079
a man walking in a town with mountains in the background
a man walking in a [city] with [buildings] in the background
{"city": {"position": 5, "edit_type": 1, "action": "town"}, "buildings": {"position": 7, "edit_type": 1, "action": "mountains"}}
{"city": [], "buildings": []}
["town,city", "mountains,buildings"]
0 262144
000000000080
a cat is shown in a low polygonal style
a [fox] is shown [smiling] in a [high polygonal style]
{"fox": {"position": 1, "edit_type": 1, "action": "cat"}, "smiling": {"position": 4, "edit_type": 4, "action": "+"}, "high polygonal style": {"position": 6, "edit_type": 9, "action": "low polygonal style"}}
{"fox": ["smiling"]}
["cat,fox", ",high polygonal style"]
0 513 1023 2 1535 2 2047 2 2559 2 3071 2 3583 2 4095 2 4607 2 5119 2 5631 2 6143 2 6655 2 7167 2 7679 2 8191 2 8703 2 9215 2 9727 2 10239 2 10751 2 11263 2 11775 2 12287 2 12799 2 13311 2 13823 2 14335 2 14847 2 15359 2 15871 2 16278 12 16383 2 16787 25 16895 2 17297 30 17407 2 17808 32 17919 2 18317 37 18431 2 18827 40 18943 2 19337 43 19455 2 19846 47 19967 2 20356 50 20479 2 20866 52 20991 2 21376 55 21503 2 21885 59 22015 6 22395 61 22527 8 22905 64 23039 9 23415 66 23551 10 23925 68 24063 11 24435 71 24575 12 24945 73 25087 13 25456 74 25599 14 25966 77 26111 16 26477 78 26623 17 26988 79 27135 18 27498 81 27647 19 28009 83 28159 21 28520 84 28671 22 29031 85 29183 23 29541 87 29695 24 30052 88 30207 26 30562 90 30719 27 31073 91 31231 28 31584 92 31743 29 32095 93 32255 30 32606 94 32767 32 33116 96 33279 33 33627 97 33791 34 34138 98 34303 35 34649 99 34815 36 35159 101 35327 37 35670 102 35839 39 36181 103 36351 40 36692 104 36863 41 37203 105 37375 42 37713 107 37887 44 38224 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202751 432 203263 433 203775 433 204287 433 204799 434 205311 434 205823 434 206335 435 206847 435 207359 435 207871 435 208383 436 208895 436 209407 436 209919 437 210431 437 210943 437 211455 438 211967 438 212479 438 212991 439 213503 439 214015 439 214527 440 215039 440 215551 440 216063 440 216575 441 217087 441 217599 441 218111 442 218623 442 219135 442 219647 442 220159 443 220671 443 221183 443 221695 444 222207 444 222719 444 223231 445 223743 445 224255 445 224767 445 225279 446 225791 446 226303 446 226815 447 227327 447 227839 447 228351 448 228863 448 229375 448 229887 448 230399 449 230911 449 231423 449 231935 450 232447 450 232959 450 233471 451 233983 451 234495 451 235007 452 235519 452 236031 452 236543 453 237055 453 237567 453 238079 454 238591 454 239103 454 239615 455 240127 455 240639 455 241151 456 241663 456 242175 456 242687 457 243199 458 243711 458 244223 459 244735 460 245247 461 245759 462 246271 462 246783 463 247295 464 247807 464 248319 465 248831 466 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000000000081
mushrooms on a branch in the forest
[flowers] on a [rock] in the forest
{"flowers": {"position": 0, "edit_type": 1, "action": "mushrooms"}, "rock": {"position": 3, "edit_type": 1, "action": "branch"}}
{"flowers": [], "rock": []}
["mushrooms,flowers", "branch,rock"]
0 262144
000000000082
a cute dog holding a red heart
a cute [cat] holding a [pink] [ball]
{"cat": {"position": 2, "edit_type": 1, "action": "dog"}, "pink": {"position": 5, "edit_type": 6, "action": "+"}, "ball": {"position": 6, "edit_type": 1, "action": "heart"}}
{"cat": [], "ball": ["pink"]}
["dog,cat", "heart,ball"]
0 262144
000000000083
a water droplet hangs from a string of lights
a [ink] droplet hangs from a string of [flashing] [red] lights
{"ink": {"position": 1, "edit_type": 1, "action": "water"}, "flashing": {"position": 8, "edit_type": 4, "action": "+"}, "red": {"position": 8, "edit_type": 6, "action": "+"}}
{"ink": [], "light": ["flashing", "red"]}
["water,ink", "light,light"]
0 262144
000000000084
two red and white toy gnomes are sitting on a snow covered surface
two [blue and green] toy [cats] are [standing] on a snow covered surface
{"blue and green": {"position": 1, "edit_type": 6, "action": "red and white"}, "cats": {"position": 5, "edit_type": 1, "action": "gnomes"}, "standing": {"position": 7, "edit_type": 5, "action": "sitting"}}
{"cats": ["standing", "blue and green"]}
["gnomes,cats"]
0 262144
000000000085
wolf howling at the moon with a outline of a wolf
[dog] howling at the [sun] with a outline of a [person]
{"dog": {"position": 0, "edit_type": 1, "action": "wolf"}, "sun": {"position": 4, "edit_type": 1, "action": "moon"}, "person": {"position": 10, "edit_type": 1, "action": "wolf"}}
{"dog": [], "sun": [], "person": []}
["wolf,dog", "moon,sun"]
0 262144
000000000086
the almond tree is blooming in the spring
the [violet] [cherry] tree is blooming in the [winter]
{"violet": {"position": 1, "edit_type": 6, "action": "+"}, "cherry": {"position": 2, "edit_type": 1, "action": "almond"}, "winter": {"position": 7, "edit_type": 4, "action": "+"}}
{"tree": ["violet", "cherry"], "winter": []}
["tree,tree", "winter,winter"]
0 262144
000000000087
a jockey rides a horse on a grassy field
a [girl] rides a [dog] on a [snow] field
{"girl": {"position": 1, "edit_type": 1, "action": "jockey"}, "dog": {"position": 4, "edit_type": 1, "action": "horse"}, "snow": {"position": 7, "edit_type": 8, "action": "grassy"}}
{"girl": [], "dog": [], "snow": []}
["jockey,girl", "horse,dog", "grassy,snow"]
0 262144
000000000088
a plate with rice, lemon slices and fish
a plate with rice, [apple] slices and [steak]
{"rice": {"position": 3, "edit_type": 3, "action": "-"}, "apple": {"position": 4, "edit_type": 1, "action": "lemon"}, "steak": {"position": 7, "edit_type": 1, "action": "fish"}}
{"rice": [], "apple": [], "steak": []}
["lemon,apple", "fish,steak", "rice,"]
0 262144
000000000089
two red berries on a tree branch with a blue sky in the background
two [purple] [apples] on a tree branch with a [pink] sky in the background
{"purple": {"position": 1, "edit_type": 6, "action": "red"}, "apples": {"position": 2, "edit_type": 1, "action": "berries"}, "pink": {"position": 9, "edit_type": 6, "action": "blue"}}
{"apples": ["purple"], "sky": ["pink"]}
["berries,apples", "sky,sky"]
0 262144
000000000090
a drawing of a woman with a towel on her head
a drawing of a woman with a [colorfull] [hat] on her head [and a dress on her body]
{"colorfull": {"position": 7, "edit_type": 6, "action": "+"}, "hat": {"position": 7, "edit_type": 1, "action": "towel"}, "and a dress on her body": {"position": 11, "edit_type": 2, "action": "+"}}
{"hat": ["colorfull"], "dress": []}
["towel,hat"]
0 262144
000000000091
a girl sitting at a table with pizza and drinks
a girl [with flowers] sitting at a table with [noodles] and [cakes]
{"with flowers": {"position": 2, "edit_type": 2, "action": "+"}, "noodles": {"position": 7, "edit_type": 1, "action": "pizza"}, "cakes": {"position": 9, "edit_type": 1, "action": "drinks"}}
{"girl": ["with flowers"], "noodles": [], "cakes": []}
["pizza,noodles", "drinks,cakes"]
0 262144
000000000092
lilas and book on wooden surface
lilas and [cakes] on [black] [glass] surface
{"cakes": {"position": 2, "edit_type": 1, "action": "book"}, "black": {"position": 4, "edit_type": 6, "action": "+"}, "glass": {"position": 4, "edit_type": 7, "action": "wooden"}}
{"cakes": [], "surface": ["black", "glass"]}
["book,cakes", "surface,surface"]
0 262144
000000000093
a collie dog is sitting on a bed
a [garfield cat] is [sleeping] on a [sofa]
{"garfield cat": {"position": 1, "edit_type": 1, "action": "collie dog"}, "sleeping": {"position": 4, "edit_type": 5, "action": "sitting"}, "sofa": {"position": 7, "edit_type": 1, "action": "bed"}}
{"garfield cat": ["sleeping"], "sofa": []}
["collie dog,garfield cat", "bed,sofa"]
0 262144
000000000094
a cat is sitting on a red blanket
a cat is [sleeping] on a [blue] [sweater]
{"sleeping": {"position": 3, "edit_type": 5, "action": "sitting"}, "blue": {"position": 6, "edit_type": 6, "action": "red"}, "sweater": {"position": 7, "edit_type": 1, "action": "blanket"}}
{"cat": ["sleeping"], "sweater": ["blue"]}
["blanket,sweater", "cat,cat"]
0 262144
000000000095
a painting of a fairy with green wings holding a glowing jar
a painting of a fairy with [purple] wings holding a [white] [crystal ball]
{"purple": {"position": 6, "edit_type": 6, "action": "green"}, "white": {"position": 10, "edit_type": 6, "action": "+"}, "crystal ball": {"position": 10, "edit_type": 1, "action": "glowing jar"}}
{"wings": ["purple"], "crystal ball": ["white"]}
["glowing jar,crystal ball", "wings,wings"]
0 262144
000000000096
a white and black photo of bride and groom embrace in the woods
a [colorful and beautiful] photo of bride and groom embrace in the [church]
{"colorful and beautiful": {"position": 1, "edit_type": 9, "action": "white and black"}, "church": {"position": 12, "edit_type": 1, "action": "woods"}}
{"church": []}
["woods,church", ",colorful and beautiful"]
0 262144
000000000097
a vase of colorful flowers on a wooden table
a [metal] vase of colorful [rose] flowers on a [white] table
{"metal": {"position": 1, "edit_type": 7, "action": "+"}, "rose": {"position": 4, "edit_type": 1, "action": "flowers"}, "white": {"position": 7, "edit_type": 0, "action": "wooden"}}
{"vase": ["metal"], "rose": [], "table": ["white"]}
["flowers,rose", "vase,vase", "table,table"]
0 262144
000000000098
a light bulb hanging from a wire with sky in the background
a [cat] hanging from a wire with [grass] in the background
{"cat": {"position": 1, "edit_type": 1, "action": "light bulb"}, "grass": {"position": 8, "edit_type": 8, "action": "sky"}}
{"cat": [], "grass": []}
["light bulb,cat", "sky,grass"]
0 262144
000000000099
a painting of a woman holding a pink flower
a painting of a woman [with pink hair] holding a [teddy bear]
{"with pink hair": {"position": 5, "edit_type": 6, "action": "+"}, "teddy bear": {"position": 7, "edit_type": 1, "action": "pink flower"}}
{"woman": ["with pink hair"], "teddy bear": []}
["pink flower,teddy bear", "woman,woman"]
0 262144

What is PIE-Bench++?

PIE-Bench++ builds upon the foundation laid by the original PIE-Bench dataset introduced by (Ju et al., 2024), designed to provide a comprehensive benchmark for multi-aspect image editing evaluation. This enhanced dataset contains 700 images and prompts across nine distinct edit categories, encompassing a wide range of manipulations:

  • Object-Level Manipulations: Additions, removals, and modifications of objects within the image.
  • Attribute-Level Manipulations: Changes in content, pose, color, and material of objects.
  • Image-Level Manipulations: Adjustments to the background and overall style of the image.

While retaining the original images, the enhanced dataset features revised source prompts and editing prompts, augmented with additional metadata such as editing types and aspect mapping. This comprehensive augmentation aims to facilitate more nuanced and detailed evaluations in the domain of multi-aspect image editing.

Data Annotation Guide

Overview

Our dataset annotations are structured to provide comprehensive information for each image, facilitating a deeper understanding of the editing process. Each annotation consists of the following key elements:

  • Source Prompt: The original description or caption of the image before any edits are made.
  • Target Prompt: The description or caption of the image after the edits are applied.
  • Edit Action: A detailed specification of the changes made to the image, including:
    • The position index in the source prompt where changes occur.
    • The type of edit applied (e.g., 1: change object, 2: add object, 3: remove object, 4: change attribute content, 5: change attribute pose, 6: change attribute color, 7: change attribute material, 8: change background, 9: change style).
    • The operation required to achieve the desired outcome (e.g., '+' / '-' means adding/removing words at the specified position, and 'xxx' means replacing the existing words).
  • Aspect Mapping: A mapping that connects objects undergoing editing to their respective modified attributes. This helps identify which objects are subject to editing and the specific attributes that are altered.

Example Annotation

Here is an example annotation for an image in our dataset:

{
  "000000000002": {
    "image_path": "0_random_140/000000000002.jpg",
    "source_prompt": "a cat sitting on a wooden chair",
    "target_prompt": "a [red] [dog] [with flowers in mouth] [standing] on a [metal] chair",
    "edit_action": {
      "red": {"position": 1, "edit_type": 6, "action": "+"},
      "dog": {"position": 1, "edit_type": 1, "action": "cat"},
      "with flowers in mouth": {"position": 2, "edit_type": 2, "action": "+"},
      "standing": {"position": 2, "edit_type": 5, "action": "sitting"},
      "metal": {"position": 5, "edit_type": 7, "action": "wooden"}
    },
    "aspect_mapping": {
      "dog": ["red", "standing"],
      "chair": ["metal"],
      "flowers": []
    },
    "blended_words": [
        "cat,dog",
        "chair,chair"
        ],
        "mask": "0 262144"
    }
}
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