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Text
Formats:
parquet
Languages:
English
ArXiv:
Tags:
art
DOI:
Libraries:
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License:
clip_sim_source
float64
0.2
0.45
clip_sim_target
float64
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clip_sim_dir
float64
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clip_sim_image
float64
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dinov2_sim
float64
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ssim
float64
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stringlengths
27
266
target_caption
stringlengths
20
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int64
66
500k
edit_prompt
stringlengths
12
211
source_image
imagewidth (px)
512
512
edited_image
imagewidth (px)
512
512
0.335128
0.343555
0.401192
0.855206
0.818925
0.324356
Pigeons attempt to eat pieces of pizza on the ground.
Pigeons attempt to eat miniature burgers on the ground.
209,711
Replace the pizza with miniature burgers
0.255352
0.3078
0.393869
0.932591
0.707388
0.760568
The cows are grazing through a field with few trees in it.
The cows are grazing through a field with few trees in it, with a rainbow across the sky.
246,985
Add a rainbow across the sky
0.309171
0.348693
0.426782
0.928485
0.920152
0.891436
A banana that has been placed on a car.
A banana that has been placed on a bright pink car.
116,453
Change the color of the car to bright pink
0.277408
0.29237
0.371001
0.928672
0.439791
0.892617
A small boat floating on a lake at sunset.
A family of swans swimming around a small boat floating on a lake at sunset.
405,595
add a family of swans swimming around the boat
0.252023
0.286008
0.368926
0.971142
0.987085
0.829789
a close up of a number of cows in a field.
a close up of a number of cows in a field with a light drizzle and puddles on the ground.
423,857
Change the weather to a light drizzle and add puddles on the ground
0.303361
0.320367
0.376926
0.863432
0.835807
0.596848
A blue flowery bag sitting on top of a wooden table.
A blue flowery bag sitting on top of a sandy beach.
357,959
Transform the wooden table into a sandy beach
0.304677
0.285197
0.427158
0.852062
0.4038
0.69618
A green grassy field with kites being flown overhead.
A green grassy field with hot air balloons being flown overhead.
115,387
transform the kites into hot air balloons
0.315337
0.292054
0.388337
0.820864
0.44903
0.223382
A wooden bench under the shade of a big tree in a wooded area.
A wooden bench in a snowy winter wonderland.
279,265
Transform the scene into a snowy winter wonderland
0.333978
0.298904
0.367534
0.75576
0.891932
0.678874
A cat's head rests on a remote while it naps.
A cat's head rests on a book while it naps.
436,341
replace the remote with a book
0.280903
0.329753
0.361767
0.776183
0.504046
0.495308
A male and young girl are standing on a skateboard.
A male and young girl are standing on a magic carpet.
490,776
Change the skateboard into a magic carpet
0.330485
0.272611
0.478088
0.761428
0.891679
0.662389
A plastic cat girl rides a plastic bike.
A plastic superhero rides a plastic bike.
28,104
Turn the cat girl into a superhero
0.313499
0.28706
0.363231
0.941246
0.989073
0.962494
A Sony Ericsson device has a green band at the bottom.
A Sony Ericsson device has a pink band at the bottom.
476,868
Change the color of the green band to pink.
0.283793
0.349446
0.411363
0.824785
0.642841
0.645812
A small child standing on the carpet next to a chair.
A small child standing on the carpet next to a chair, holding a magical glowing orb.
166,913
Add a magical glowing orb in the child's hand
0.30143
0.335241
0.401509
0.89178
0.937857
0.840821
A parking sign on a sidewalk that has a red A spray painted on it.
A parking sign on a sidewalk that has a vibrant rainbow color pattern spray painted on it.
208,228
Change the red A into a vibrant rainbow color pattern
0.348318
0.318194
0.415267
0.827326
0.676813
0.56389
A laptop sitting on a bed near a picture of Bob Marley.
A laptop sitting on a bed near a starry night sky.
152,444
Change the picture of Bob Marley to a starry night sky
0.282895
0.301997
0.422527
0.919734
0.77142
0.655635
A baby playing with a toothbrush gets a sponge bath from an adult.
A baby playing with a rubber duck gets a sponge bath from an adult.
128,867
Replace the toothbrush with a rubber duck
0.289304
0.337225
0.366451
0.846512
0.62064
0.65126
A bicycle is shown on a train platform near a train.
A bicycle is shown on a train platform near a flying spaceship.
445,760
Transform the train into a flying spaceship
0.362879
0.4072
0.44911
0.857447
0.936893
0.494925
A bicycle parked in the sand has a large tray on the back with mangoes and bananas on display.
A bicycle parked in a snowy mountain setting has a large tray on the back with mangoes and bananas on display.
64,555
Change the background to a snowy mountain setting
0.335834
0.343122
0.424174
0.787982
0.645868
0.582807
A large blue umbrella and chair on a beach.
A large blue umbrella and chair in a snowy mountain landscape.
123,631
change the background to a snowy mountain landscape
0.33553
0.349791
0.38987
0.883766
0.841344
0.602231
Trees are visible through the large window in the bathroom.
Palm trees on a tropical beach are visible through the large window in the bathroom.
270,071
Change the trees into palm trees on a tropical beach
0.267423
0.274362
0.399533
0.84481
0.877403
0.510233
An old train sitting on some tracks behind a train.
An old train sitting on some tracks in a snowy winter wonderland.
217,713
Make it a snowy winter wonderland
0.271707
0.260751
0.467054
0.856953
0.409359
0.622736
A bicycle chained to a light pole on a sidewalk.
A motorbike chained to a light pole on a sidewalk.
39,259
replace the bicycle with a motorbike
0.243179
0.346099
0.384302
0.821637
0.613867
0.659313
The cows are looking at the photographer taking the picture.
The cows are looking at the photographer taking the picture, surrounded by floating bubbles.
304,647
Add a whimsical touch by including floating bubbles around the cows.
0.235831
0.341926
0.360995
0.835184
0.935978
0.500871
This is a pizza cut into slices.
This is a pizza cut into slices topped with candy pieces.
498,943
Change the topping to candy pieces
0.274572
0.296365
0.363607
0.96079
0.962376
0.750198
Two cattle are eating some grass in the field while many others are in the background.
Two cattle are eating some purple grass in the field while many others are in the background.
472,877
Change the color of the grass to purple
0.369939
0.362043
0.457646
0.866237
0.694563
0.519386
A blue truck pulling a load of unripe bananas.
A blue truck pulling a load of unripe watermelons.
51,402
Replace bananas with watermelons
0.3248
0.295604
0.478529
0.855528
0.649329
0.927923
A black bird standing on a hilltop covered in leaves.
A bright red bird standing on a hilltop covered in leaves.
27,787
change the bird's color to bright red
0.326071
0.368952
0.362347
0.898062
0.755179
0.760514
Three colored toothbrushes standing in a glass holder.
Three candy cane toothbrushes standing in a glass holder.
485,164
Turn the toothbrushes into candy canes
0.270064
0.332255
0.384186
0.82308
0.390802
0.336985
Large clock on the side of a building made of bricks.
Large giant sunflower on the side of a building made of bricks.
305,687
replace the clock with a giant sunflower
0.330108
0.307719
0.361429
0.758554
0.829694
0.521042
A couple of motorcycles parked on a dirt field.
A couple of motorcycles parked on a sandy beach.
494,061
replace the dirt with a sandy beach setting
0.322168
0.298897
0.470962
0.890234
0.602412
0.746901
A dog on the street with bicycle and people walking in the background.
A dog on the street with a skateboard and people walking in the background.
34,753
Replace the bicycle with a skateboard
0.264232
0.270888
0.365956
0.817082
0.603321
0.7379
Pizza with tomatoes toppings and some black stuff.
Dessert pizza with sweet toppings.
450,034
Turn it into a dessert pizza with sweet toppings.
0.275395
0.251495
0.363107
0.756353
0.618649
0.689861
A wii remote sits next to a beer on a table.
A wii remote sits next to a cup of coffee on a table.
477,526
Replace the beer with a cup of coffee
0.276547
0.294047
0.364188
0.761047
0.511455
0.638241
Corner of a table with grey and red tablecloth.
Corner of a table with a galaxy print tablecloth.
467,103
Replace the tablecloth with a galaxy print
0.348934
0.355022
0.442819
0.904056
0.830468
0.753177
A basket on a toilet, multiple elephant depictions, a doorknob, three pipes, a cellular telephone, and a large mirror reflecting various objects.
A basket on a toilet, multiple giraffe depictions, a doorknob, three pipes, a cellular telephone, and a large mirror reflecting various objects.
76,720
Replace the elephants with giraffes
0.260821
0.300605
0.368494
0.767695
0.475647
0.731748
A table with lots of sculptures sitting on top of it.
A table with lots of miniature Eiffel Towers sitting on top of it.
427,299
replace the sculptures with miniature Eiffel Towers.
0.33516
0.270363
0.372201
0.75435
0.561948
0.698351
A man wearing headphones looking through a chocolate donut.
A man wearing headphones looking through a crystal ball.
395,778
turn the donut into a crystal ball
0.296062
0.321687
0.426018
0.92332
0.95776
0.776371
A sandwich with turkey, avocado, tomatoes, and lettuce with french fries aside.
A sandwich with turkey, avocado, strawberries, and lettuce with french fries aside.
118,326
replace tomatoes with strawberries
0.317821
0.305784
0.384893
0.863777
0.41709
0.678274
A statue of a zebra in front of a store.
A statue of a unicorn in front of a store.
300,888
Replace the zebra with a unicorn
0.23555
0.284878
0.373365
0.789701
0.770418
0.631629
A pasture containing several cows that are roaming around.
A pasture containing several zebras that are roaming around.
385,552
transform the cows into zebras
0.297236
0.312787
0.376892
0.868636
0.866053
0.673542
A rabbit is eating a carrot next to a stuffed animal.
A rabbit is eating a carrot in a snowy winter wonderland.
357,865
turn the setting into a snowy winter wonderland
0.322635
0.381425
0.428869
0.811782
0.729477
0.857593
A person in skiis taking a picture with a camera.
A person in skiis taking a picture with a magical crystal ball.
110,276
Transform the camera into a magical crystal ball.
0.318322
0.337965
0.371719
0.887037
0.992712
0.834973
A giraffe that is eating some leaves from a tree.
A giraffe that is eating colorful balloons from a tree.
399,946
turn the leaves into colorful balloons
0.354685
0.33108
0.509416
0.780861
0.3508
0.716121
A plastic red transparent water bottle with trees on it.
A plastic red transparent water bottle with vibrant jellyfish tentacles on it.
11,397
change the trees into vibrant jellyfish tentacles
0.241805
0.297579
0.401113
0.89475
0.965073
0.680465
A pizza with a golden crust, topped with 15 red tomatoes of various sizes, green arugula, and white cheese shavings. The pizza is surrounded by a coaster, indicating a dining setting.
A pizza with a golden crust, topped with 15 miniature pumpkins of various sizes, green arugula, and white cheese shavings with spooky spider web designs. The pizza is surrounded by a coaster, indicating a dining setting.
209,862
Turn the tomatoes into miniature pumpkins and add spooky spider web designs to the cheese shavings
0.371554
0.325279
0.388003
0.757624
0.542875
0.603642
A bubble bath tub with a view of a city skyline.
A hot air balloon with a view of a city skyline.
281,199
Transform the tub into a hot air balloon
0.275753
0.307533
0.412698
0.940289
0.655338
0.473293
Several zebra stand in a group eating grass.
Several zebra stand in a group eating grass with a rainbow in the sky above them.
161,963
Add a rainbow in the sky above them.
0.259409
0.209391
0.400941
0.881332
0.638935
0.826979
A close up of a person holding a wine glass.
A close up of a person holding a cup of coffee.
210,851
Replace the wine glass with a cup of coffee
0.271737
0.293594
0.404143
0.826929
0.500985
0.509088
A zebra standing next to large rocks in a fenced enclosure.
A unicorn standing next to large rocks in a fenced enclosure.
196,271
turn the zebra into a unicorn
0.278289
0.328524
0.366566
0.786924
0.770027
0.625092
People watching a boy in the air on a skate board.
People watching a boy in the air on a magic carpet.
444,951
Transform the skateboard into a magic carpet
0.264254
0.270121
0.376553
0.973856
0.984347
0.825047
A woman walking up a ramp in the rain with an umbrella.
A woman walking up a ramp in the rain with a rainbow-colored umbrella.
360,996
Transform the umbrella into a rainbow-colored one
0.265811
0.31583
0.431622
0.934078
0.553905
0.860774
Three baby elephants walking down a dirt path next to an adult elephant.
Three baby elephants walking down a dirt path next to an adult elephant with a rainbow in the background.
102,757
Add a rainbow in the background
0.296299
0.339781
0.496529
0.952579
0.95943
0.774152
An icy river runs through a city landscape.
An icy river runs through a city landscape with a rainbow over the cityscape.
16,235
Add a rainbow over the cityscape
0.299538
0.313788
0.401249
0.792302
0.727378
0.819965
A woman wearing a necklace with little scissors on it.
A woman wearing a necklace with small seashells on it.
209,161
Edit the scissors to look like small seashells
0.348688
0.357291
0.509072
0.753737
0.833658
0.623692
A decorated cake with a sheep on top.
A decorated cake transformed into a vibrant underwater coral reef scene with a jellyfish on top.
11,883
Turn the cake into a vibrant underwater coral reef scene with a jellyfish on top
0.276042
0.340121
0.372697
0.911559
0.702106
0.845406
A white plane in the sky flying over a body of water.
A white plane in the sky flying over a body of water with a rainbow in the background.
391,257
add a rainbow in the background
0.302553
0.326916
0.385008
0.830811
0.928514
0.469654
The giraffe is standing outside by itself next to the tree.
The giraffe is standing outside by itself in a snowy winter wonderland next to the tree.
300,347
Change the setting to a snowy winter wonderland
0.27286
0.286875
0.388843
0.919865
0.968937
0.61669
Yellow sunflower sitting in a colorful vase atop a table.
Yellow sunflower sitting in a black and white vase atop a table.
276,375
change to black and white
0.254806
0.318973
0.367867
0.90869
0.934836
0.791541
Two beds sitting on either sides of a lamp.
Two beds sitting on either sides of a lamp with floating balloons.
433,384
Add a whimsical touch with floating balloons
0.331843
0.259133
0.378547
0.806028
0.518709
0.797186
A scene with parked cars at the left bottom corner, telephone poles scattered throughout, a giraffe in the middle, various flags, and a traffic cone near the bottom center.
A scene with parked cars at the left bottom corner, telephone poles scattered throughout, a unicorn surrounded by a rainbow in the middle, various flags, and a traffic cone near the bottom center.
345,264
Replace the giraffe with a unicorn surrounded by a rainbow
0.253375
0.344064
0.374816
0.860517
0.883806
0.837324
A somewhat dark view of a train pulling several cars.
A somewhat dark view of a train pulling several cars with a rainbow in the sky.
374,257
add a rainbow in the sky
0.323067
0.315558
0.434811
0.894696
0.63523
0.847151
A light colored wood dresser, with TV on it and a picture of flowers on the wall.
A light colored wood dresser, with an old-fashioned gramophone on it and a picture of flowers on the wall.
94,655
Change the TV to an old-fashioned gramophone.
0.275314
0.254778
0.370785
0.784752
0.45436
0.75842
A very nice looking kitchen with a bright window.
A very nice looking futuristic sci-fi lab with a bright window.
407,278
Replace the kitchen with a futuristic sci-fi lab
0.296233
0.315865
0.574121
0.875812
0.33856
0.739923
A soccer ball on the grass, with the ball being the focal point of a dog's attention, as the dog is actively interacting with it.
A soccer ball on the grass, with the ball being the focal point of a cat's attention, as the cat is actively interacting with it.
1,552
Change the dog into a cat
0.219647
0.293265
0.370794
0.875524
0.859357
0.837774
Table top with some plastic toy objects that look like a spacecraft and airplanes.
Table top with some plastic toy objects that look like a spacecraft and airplanes under a colorful rainbow.
407,287
Add a colorful rainbow arching over the scene
0.286543
0.3424
0.366333
0.907506
0.953086
0.725378
A goose standing near a body of water.
A goose standing near a body of water under a rainbow across the sky.
446,795
Add a rainbow across the sky
0.280988
0.324125
0.477935
0.949282
0.798796
0.926744
A person walking into the ocean with a surfboard with cliffs in the background.
A person walking into the ocean with a surfboard with cliffs in the background and a rainbow in the sky.
28,040
Add a rainbow in the sky
0.380334
0.31684
0.375503
0.759815
0.442598
0.537813
A tree sitting next to a toilet inside of a store.
A tree transformed into a magical forest setting inside of a store.
368,641
Transform the interior into a magical forest setting
0.301218
0.337278
0.449004
0.951567
0.991018
0.745771
Two brightly colored orchids are resting in a slender vase.
Two brightly colored orchids are resting in a slender vase with a sparkling rain effect.
64,562
add a sparkling rain effect
0.293946
0.32642
0.378537
0.870372
0.416096
0.449311
A large group of people buying oranges at a stand.".
A large group of people buying watermelons at a stand.
345,593
"Replace the oranges with watermelons."
0.263158
0.326356
0.376532
0.807064
0.89386
0.647664
A man holding a bat on top of a baseball field.
A man holding a glowing lightsaber on top of a baseball field.
360,591
Replace the bat with a glowing lightsaber
0.252626
0.331676
0.363312
0.90366
0.896356
0.800918
A boy pitching a baseball caught in each motion of his windup.
A boy pitching a fireball caught in each motion of his windup.
475,775
Change the baseball to a fireball
0.300287
0.263587
0.361893
0.838874
0.870327
0.56714
Group of individuals moving around a clock tower while its raining.
Group of individuals moving around a clock tower on a sunny day.
489,763
Change the weather to a sunny day
0.329241
0.351694
0.491163
0.86732
0.680445
0.37785
A color usa flag on a fire hydrant and a parked bike by it.
A color usa flag on a fire hydrant and a snowman beside it.
19,254
Transform the scene into a snowy winter wonderland with a snowman beside the fire hydrant
0.314033
0.300381
0.41166
0.911162
0.509274
0.660784
A boy jumping in the air returning a serve on a tennis court.
A boy jumping in the air returning a serve on a basketball court.
165,294
Transform the tennis court into a basketball court
0.344819
0.342741
0.434446
0.826554
0.771447
0.712417
Two riders on horses galloping along a beach. Both riders wear turbans and necklaces, and control their horses using multiple straps. The horses have saddle blankets on their backs and wear wristlets, bracelets, and other adorning straps.
Two riders on horses galloping along a snowy mountain landscape. Both riders wear turbans and necklaces, and control their horses using multiple straps. The horses have saddle blankets on their backs and wear wristlets, bracelets, and other adorning straps.
95,691
Replace the beach with a snowy mountain landscape
0.302235
0.353332
0.380091
0.845792
0.564812
0.553063
There are an elephant and penguins and snow, all in the same photo.
There are an elephant and penguins and cherry blossom petals, all in the same photo.
334,464
turn the snow into cherry blossom petals
0.257272
0.250968
0.43883
0.913909
0.966388
0.875149
Oranges on the table in the foreground while a bowl of oranges rests in the background.
Lemons on the table in the foreground while a bowl of lemons rests in the background.
85,011
Change the oranges to lemons
0.264028
0.289793
0.376711
0.964592
0.648159
0.856901
A full view of a living room with some furniture and mirror.
A full view of a living room with some furniture, mirror, and fireplace.
359,382
add a fireplace!
0.354626
0.357063
0.431425
0.775486
0.323494
0.663713
A fire hydrant in the snow outside of a gate.
A graffiti mural on the gate with a modern art sculpture in the snow.
103,419
Add a graffiti mural to the gate and turn the fire hydrant into a modern art sculpture
0.263306
0.323853
0.379456
0.885349
0.908213
0.72352
A couple of giraffes are standing near some trees.
A couple of giraffes are standing near some trees under a rainbow in the sky.
338,808
Add a rainbow in the sky
0.292084
0.326823
0.488006
0.904245
0.609357
0.899803
A couple walk on the beach with a kite flying high in the air.
A couple walk on the beach with a hot air balloon flying high in the air.
20,734
Change the kite to a hot air balloon
0.301274
0.301271
0.449407
0.936916
0.687944
0.470747
A lone elephant is walking through a field.
A lone elephant is walking through a field with a rainbow in the sky.
64,443
Add a rainbow in the sky
0.244326
0.275917
0.381037
0.836165
0.807928
0.386664
Two elephants, one on the right side and the other on the left side, with a log lying horizontally between them towards the bottom of the image.
Two elephants, one on the right side and the other on the left side, with a colorful rainbow between them towards the bottom of the image.
327,123
Replace the log with a colorful rainbow
0.295783
0.267774
0.490906
0.857913
0.919793
0.613366
A furry dog playing with a green apple on the carpet.
A furry dog playing with a tennis ball on the carpet.
19,013
Replace the green apple with a tennis ball.
0.293858
0.286075
0.408903
0.887848
0.85585
0.765201
How many books can be loaded on a bicycle.
How many colorful balloons can be loaded on a bicycle.
176,259
Replace the books with a stack of colorful balloons
0.301758
0.308693
0.405782
0.803558
0.308327
0.826683
Two hands hold up a black phone toward the sea.
Two hands hold up a crystal ball toward the sea.
188,749
Transform the phone into a crystal ball
0.377382
0.358255
0.405744
0.916285
0.984756
0.748069
A light shows zebra grazing in a forest.
A light shows zebra grazing in a snowy winter wonderland.
189,446
Turn the forest into a snowy winter wonderland
0.274196
0.317845
0.421896
0.835461
0.687241
0.685048
Black and white of man crossing to old style building with clock tower, possibly in Cuba as cars 1950's vintage.
Black and white of man crossing to old style building with lighthouse, possibly in Cuba as cars 1950's vintage.
130,843
Turn the clock tower into a lighthouse
0.292706
0.382441
0.392001
0.836575
0.836109
0.78835
A skier is flying in the air in the middle of a mountainous area.
A skier is flying in the air in the middle of a mountainous area with a vibrant rainbow arcing over them.
257,975
Add a vibrant rainbow arcing over the skier in the sky.
0.247665
0.256747
0.404321
0.884905
0.438294
0.754222
A serving platter of vegetables is on a table.
A serving platter of exotic fruits is on a table.
195,397
Change the vegetables to exotic fruits
0.267561
0.292596
0.385319
0.778624
0.789039
0.47596
A bus on a wet street at night and some buildings and lights.
A bus on a snowy winter night with Christmas decorations on the buildings.
298,169
Change the setting to a snowy winter night with Christmas decorations on the buildings.
0.253286
0.289217
0.413104
0.765064
0.058772
0.377342
A pile of green yellowish banana sitting in a basket.
A stack of colorful macarons sitting in a basket.
160,378
Replace the bananas with a stack of colorful macarons
0.239293
0.308029
0.437584
0.934731
0.891875
0.885475
An old college campus with a white bell tower.
An old college campus with a white bell tower and a rainbow arcing over the tower.
87,884
Add a rainbow arcing over the tower
0.272824
0.318619
0.487196
0.948284
0.837616
0.911595
Some birds are flying over a wave over the ocean.
Some birds are flying over a wave over the ocean with a rainbow in the sky.
21,201
add a rainbow in the sky
0.249223
0.283912
0.388671
0.921817
0.916532
0.721911
A bathroom that has flowers, sink, and a shower in it.
A bathroom with a tropical jungle, sink, and a shower in it.
277,270
Turn the flowers into a tropical jungle
0.311189
0.314831
0.3791
0.829057
0.756394
0.660975
A black cat lying down on a laptop.
A black cat lying down on a book.
341,099
replace laptop with a book
0.288915
0.316697
0.446107
0.943859
0.936328
0.837314
A cat sitting right next to an open purse.
A cat with a bowtie sitting right next to an open purse.
70,228
Add a bowtie to the cat
0.253422
0.329526
0.439709
0.847727
0.756567
0.552432
A brown dog is laying on a dog bed with a teddy bear.
A brown dog is laying on a dog bed with a teddy bear, wearing a crown.
83,481
Add a crown on the dog's head
0.3021
0.297201
0.37997
0.847682
0.49472
0.958241
A man flying a kite from a roof top while a bird flies by.
A man flying a hot air balloon from a rooftop while a bird flies by.
334,926
transform the kite into a hot air balloon

Dataset Card for Dataset Name

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Dataset Details

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  • Curated by: [More Information Needed]
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Bibtext citation

@misc{zhao2024ultraeditinstructionbasedfinegrainedimage,
      title={UltraEdit: Instruction-based Fine-Grained Image Editing at Scale}, 
      author={Haozhe Zhao and Xiaojian Ma and Liang Chen and Shuzheng Si and Rujie Wu and Kaikai An and Peiyu Yu and Minjia Zhang and Qing Li and Baobao Chang},
      year={2024},
      eprint={2407.05282},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2407.05282}, 
}
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