Visualize Experiment: ImagenHub_Text-Guided_IE

Generated on 11/07/2024 15:40:29

Images might take a while to load.

sample_34_1.jpg
{
"source_global_caption": "A zebra grazing on lush green grass in a field.",
"instruction": "Give the zebra a single front leg.",
"target_global_caption": "A zebra with a single front leg grazing on lush green grass in a field."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_34_2.jpg
{
"source_global_caption": "A zebra with a single front leg grazing on lush green grass in a field.",
"instruction": "Open the zebra's mouth.",
"target_global_caption": "A zebra with a single front leg grazing on lush green grass in a field, showing its teeth."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_151_1.jpg
{
"source_global_caption": "A stop sign directs pedestrians as a train travels by.",
"instruction": "Add a dear on the grass.",
"target_global_caption": "A stop sign directs pedestrians as a train travels by with a dear on the grass."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_309_1.jpg
{
"source_global_caption": "A stuffed bear that is laying down in the grass.",
"instruction": "change the teddy bear into a stuffed action figure toy",
"target_global_caption": "A stuffed action figure toy laying down in the grass."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_309_2.jpg
{
"source_global_caption": "A stuffed action figure toy laying down in the grass.",
"instruction": "let a child play nearby",
"target_global_caption": "A child playing with a stuffed action figure toy in the grass."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_2585_1.jpg
{
"source_global_caption": "A woman standing in front of a kitchen counter.",
"instruction": "let the woman kiss",
"target_global_caption": "A woman kissing in front of a kitchen counter."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_2585_2.jpg
{
"source_global_caption": "A woman kissing in front of a kitchen counter.",
"instruction": "let the woman make a heart sign with her hands",
"target_global_caption": "Woman making a heart sign in front of a kitchen counter."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_3131_1.jpg
{
"source_global_caption": "A sandwich on a plate sitting on a table.",
"instruction": "change the toothpicks into candles",
"target_global_caption": "A sandwich on a plate with candlesticks sitting on a table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_11091_1.jpg
{
"source_global_caption": "A person laying in bed with his laptop.",
"instruction": "Let the man press the keyboard.",
"target_global_caption": "A person typing on his laptop while laying in bed."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_17320_1.jpg
{
"source_global_caption": "A dog with some tennis balls, one in its mouth",
"instruction": "change the green ball to blue",
"target_global_caption": "A dog with some tennis balls, one blue ball in its mouth"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_24585_1.jpg
{
"source_global_caption": "A large passenger jet sitting on an airport tarmac.",
"instruction": "Add a giant wasp.",
"target_global_caption": "A large passenger jet sitting on an airport tarmac with a giant wasp."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_24629_1.jpg
{
"source_global_caption": "A red stop sign sitting on the side of a street.",
"instruction": "Let the arabic writing be changed to Chinese.",
"target_global_caption": "A red stop sign with Chinese writing sitting on the side of a street."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_25989_1.jpg
{
"source_global_caption": "A small black dog playing with a frisbee.",
"instruction": "turn the frisbee into a soccer ball",
"target_global_caption": "A small black dog playing with a soccer ball."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_25989_2.jpg
{
"source_global_caption": "A small black dog playing with a soccer ball.",
"instruction": "let the dog have a newspaper in its mouth",
"target_global_caption": "A small black dog with a newspaper in its mouth."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_25989_3.jpg
{
"source_global_caption": "A small black dog with a newspaper in its mouth.",
"instruction": "let there be potted plant",
"target_global_caption": "A small black dog with a newspaper in its mouth next to a potted plant."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_26735_1.jpg
{
"source_global_caption": "A bed suspended over a pile of luggage.",
"instruction": "The bed should be red.",
"target_global_caption": "A red bed suspended over a pile of luggage."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_29324_1.jpg
{
"source_global_caption": "Three people posing for a picture in front of surf boards.",
"instruction": "Remove the surfboards.",
"target_global_caption": "Three people posing for a picture."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_31749_1.jpg
{
"source_global_caption": "A demonic looking chucky like doll standing next to a white clock.",
"instruction": "Make the doll wear a hat.",
"target_global_caption": "A demonic looking chucky like doll wearing a hat standing next to a white clock."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_100081_1.jpg
{
"source_global_caption": "Two people in an ocean playing with a yellow Frisbee.",
"instruction": "change the frisbee into a ball",
"target_global_caption": "Two people in an ocean playing with a yellow ball."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_100081_3.jpg
{
"source_global_caption": "Two people and a whale playing with a yellow ball in the ocean.",
"instruction": "add a dog barking near shore",
"target_global_caption": "Two people, a whale, and a dog playing with a yellow ball in the ocean."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_100558_1.jpg
{
"source_global_caption": "A kitchen filled with wooden floors and a stove top oven.",
"instruction": "get rid of the vase on top of the table",
"target_global_caption": "A kitchen filled with wooden floors and a stove top oven, minus the vase on top of the table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_102171_1.jpg
{
"source_global_caption": "A desk with a black and white computer on it",
"instruction": "Let the monitor turn black.",
"target_global_caption": "A desk with a black computer monitor on it"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_102625_1.jpg
{
"source_global_caption": "An empty kitchen filled with dishes and appliances.",
"instruction": "let there be a game show on TV",
"target_global_caption": "An empty kitchen filled with dishes and appliances, with a game show on TV."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_102625_2.jpg
{
"source_global_caption": "An empty kitchen filled with dishes and appliances, with a game show on TV.",
"instruction": "let there be granite floor in the kitchen",
"target_global_caption": "An empty kitchen with granite floors filled with dishes and appliances, with a game show on TV."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_102724_1.jpg
{
"source_global_caption": "some fruits are sitting on a table in bowls.",
"instruction": "remove middle fruit and put a cat in place",
"target_global_caption": "A cat sits on a table surrounded by bowls of fruit."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_104304_1.jpg
{
"source_global_caption": "A woman getting her hair styled taking a selfie in the mirror.",
"instruction": "let the woman cry",
"target_global_caption": "A woman crying while getting her hair styled in front of the mirror."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_104304_2.jpg
{
"source_global_caption": "A woman crying while getting her hair styled in front of the mirror.",
"instruction": "let the woman have blonde hair",
"target_global_caption": "A blonde woman crying while getting her hair styled in front of the mirror."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_104304_3.jpg
{
"source_global_caption": "A blonde woman crying while getting her hair styled in front of the mirror.",
"instruction": "let the woman hold a cup",
"target_global_caption": "A blonde woman holding a cup while getting her hair styled in front of the mirror."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_106508_1.jpg
{
"source_global_caption": "A police officer directing traffic in front of a yellow double deck bus.",
"instruction": "change the double deck bus to a truck",
"target_global_caption": "A police officer directing traffic in front of a yellow truck."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_106508_2.jpg
{
"source_global_caption": "A police officer directing traffic in front of a yellow truck.",
"instruction": "add a pedestrian",
"target_global_caption": "A police officer directing traffic in front of a yellow truck with a pedestrian crossing the street."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_106772_1.jpg
{
"source_global_caption": "A small child cooking some macaroni and cheese",
"instruction": "What if the child was holding a bottle of peper?",
"target_global_caption": "A small child cooking macaroni and cheese while holding a bottle of pepper"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_106772_2.jpg
{
"source_global_caption": "A small child cooking macaroni and cheese while holding a bottle of pepper",
"instruction": "What if there was a drawing of a bird on his shirt?",
"target_global_caption": "A small child with a bird drawing on his shirt cooking macaroni and cheese while holding a bottle of pepper"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_108871_1.jpg
{
"source_global_caption": "A zebra and donkey standing in the dirt.",
"instruction": "put a lion in the place of the donkey",
"target_global_caption": "A zebra and lion standing in the dirt."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_108871_2.jpg
{
"source_global_caption": "A zebra and lion standing in the dirt.",
"instruction": "turn the basin into a plastic pool",
"target_global_caption": "A zebra and lion standing by a plastic pool."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_109776_1.jpg
{
"source_global_caption": "Some remote controls are sitting on a bed next to a snack.",
"instruction": "change the bag of chips into a backpack",
"target_global_caption": "Some remote controls are sitting on a bed next to a backpack."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_111376_1.jpg
{
"source_global_caption": "A bull is on a farm walking around a pen.",
"instruction": "Have the cow wear a hat.",
"target_global_caption": "A stylish cow wearing a hat walks around a pen on a farm."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_112286_1.jpg
{
"source_global_caption": "a silver sink with some apples a vase and some bananas",
"instruction": "let it be a single sink",
"target_global_caption": "A silver sink with a vase and some bananas"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_121612_1.jpg
{
"source_global_caption": "A white wall mounted oven sitting next to a stove.",
"instruction": "Let water run from the faucet.",
"target_global_caption": "A white wall mounted oven sitting next to a stove with water running from the faucet."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_122896_1.jpg
{
"source_global_caption": "A man tries to stand on his surf board in the water.",
"instruction": "Have there be a dolphin jumping out of the water",
"target_global_caption": "A man tries to stand on his surf board as a dolphin jumps out of the water."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_125106_1.jpg
{
"source_global_caption": "A kitchen counter topped with ripe bananas and chocolate.",
"instruction": "replace the chocolate with berries",
"target_global_caption": "A kitchen counter topped with ripe bananas and berries."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_125106_2.jpg
{
"source_global_caption": "A kitchen counter topped with ripe bananas and berries.",
"instruction": "add a lizard on the counter",
"target_global_caption": "A kitchen counter topped with ripe bananas, berries, and a curious lizard."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_125106_3.jpg
{
"source_global_caption": "A kitchen counter topped with ripe bananas, berries, and a curious lizard.",
"instruction": "let the plate contain ice cream",
"target_global_caption": "A kitchen counter topped with ripe bananas, berries, and a scoop of ice cream, with a curious lizard."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_129062_1.jpg
{
"source_global_caption": "A hotdog stand with outside seating and bright lights.",
"instruction": "Add a cat falling out of a tree.",
"target_global_caption": "A hotdog stand with outside seating, bright lights, and a cat falling out of a tree."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_129062_2.jpg
{
"source_global_caption": "A hotdog stand with outside seating, bright lights, and a cat falling out of a tree.",
"instruction": "Put a wedding cake on one of the tables.",
"target_global_caption": "A hotdog stand with outside seating, bright lights, and a wedding cake on one of the tables, with a cat falling out of a tree."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_129587_1.jpg
{
"source_global_caption": "a large elephant that is standing up eating",
"instruction": "He should be eating a watermelon",
"target_global_caption": "A large elephant standing up and enjoying a watermelon"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_129587_2.jpg
{
"source_global_caption": "A large elephant standing up and enjoying a watermelon",
"instruction": "Could he be in the forest?",
"target_global_caption": "A large elephant standing up and enjoying a watermelon in the forest"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_129587_3.jpg
{
"source_global_caption": "A large elephant standing up and enjoying a watermelon in the forest",
"instruction": "Put a pond next to the elephant",
"target_global_caption": "A large elephant standing up and enjoying a watermelon next to a pond in the forest"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_130518_1.jpg
{
"source_global_caption": "A computer desk with two desk chairs at it.",
"instruction": "remove the computer and add a coffee machine",
"target_global_caption": "A coffee station with two chairs at it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_134290_1.jpg
{
"source_global_caption": "A girl is blow drying her long hair.",
"instruction": "turn her hair white",
"target_global_caption": "A girl with white hair blow drying her long locks."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_134290_2.jpg
{
"source_global_caption": "A girl with white hair blow drying her long locks.",
"instruction": "give her a skirt to wear",
"target_global_caption": "A girl with white hair blow drying her long locks while wearing a skirt."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_134597_1.jpg
{
"source_global_caption": "A dog running through a field towards an orange frisbee.",
"instruction": "put a party hat on the dog",
"target_global_caption": "A dog with a party hat running through a field towards an orange frisbee."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_139276_1.jpg
{
"source_global_caption": "A skateboarder is doing a trick on a hand rail.",
"instruction": "What if the man had a hat?",
"target_global_caption": "A skateboarder with a hat is doing a trick on a hand rail."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_140513_1.jpg
{
"source_global_caption": "Three zebras standing in the middle of a plain in the wild.",
"instruction": "edit some mountains in the background",
"target_global_caption": "Three zebras standing in the middle of a plain with majestic mountains in the background."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_140513_2.jpg
{
"source_global_caption": "Three zebras standing in the middle of a plain with majestic mountains in the background.",
"instruction": "put the zebras next to a river",
"target_global_caption": "Three zebras standing next to a river with majestic mountains in the background."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_142400_1.jpg
{
"source_global_caption": "A white plate topped with a sandwich and rice.",
"instruction": "Make it a slice of pizza instead of the sandwich.",
"target_global_caption": "A white plate topped with pizza and rice."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_142400_2.jpg
{
"source_global_caption": "A white plate topped with pizza and rice.",
"instruction": "There should be some cutlery on the table.",
"target_global_caption": "A white plate topped with pizza and rice, accompanied by cutlery on the table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_142510_1.jpg
{
"source_global_caption": "An intersection with street signs and traffic lights and someone riding on a bicycle.",
"instruction": "add a plane in the sky",
"target_global_caption": "An intersection with street signs and traffic lights and someone riding on a bicycle with a plane in the sky."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_142510_2.jpg
{
"source_global_caption": "An intersection with street signs and traffic lights and someone riding on a bicycle with a plane in the sky.",
"instruction": "remove the clouds",
"target_global_caption": "An intersection with street signs and traffic lights and someone riding on a bicycle with a clear blue sky and a plane in the distance."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_142585_1.jpg
{
"source_global_caption": "A couple of vehicles are side by side.",
"instruction": "Let the van turn black.",
"target_global_caption": "A black van and car are side by side."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_147546_1.jpg
{
"source_global_caption": "A rack with lots of ripe bananas hanging from it.",
"instruction": "remove bananas and add grapes",
"target_global_caption": "A rack with lots of ripe grapes hanging from it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_148240_1.jpg
{
"source_global_caption": "A man dressed in yellow standing over a buffet with a line of people.",
"instruction": "the boy should be holding a banana.",
"target_global_caption": "A man dressed in yellow standing over a buffet with a line of people, while a boy holds a banana."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_148240_2.jpg
{
"source_global_caption": "A man dressed in yellow standing over a buffet with a line of people, while a boy holds a banana.",
"instruction": "Can the man hold bananas too?",
"target_global_caption": "A man dressed in yellow holding bananas, standing over a buffet with a line of people, while a boy also holds a banana."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_150812_1.jpg
{
"source_global_caption": "a bear walks on a rocky surface",
"instruction": "put a robot tiger next to the bear",
"target_global_caption": "A bear and a robot tiger on a rocky surface"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_153639_2.jpg
{
"source_global_caption": "Man cutting into a pizza with a knife, covered with toppings.",
"instruction": "make it a pepperoni pizza",
"target_global_caption": "Man cutting into a pepperoni pizza with a knife, covered with toppings."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_155790_1.jpg
{
"source_global_caption": "a brown baseball glove and a white baseball",
"instruction": "it should be a tennis ball on the glove.",
"target_global_caption": "a brown baseball glove with a yellow tennis ball"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_158548_1.jpg
{
"source_global_caption": "Outdoor show with sheep prominent on grass field.",
"instruction": "Make it a black sheep.",
"target_global_caption": "Outdoor show with black sheep prominent on grass field."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_158548_2.jpg
{
"source_global_caption": "Outdoor show with black sheep prominent on grass field.",
"instruction": "A dog should be near the sheep.",
"target_global_caption": "Outdoor show with a dog herding black sheep on a grass field."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_158726_1.jpg
{
"source_global_caption": "A close-up of a doughnut and a cup of coffee on a table.",
"instruction": "Make the donut a cupcake.",
"target_global_caption": "A close-up of a cupcake and a cup of coffee on a table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_158726_2.jpg
{
"source_global_caption": "A close-up of a cupcake and a cup of coffee on a table.",
"instruction": "Replace the coffee with beer.",
"target_global_caption": "A close-up of a cupcake and a beer on a table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_163114_2.jpg
{
"source_global_caption": "A car parked in grassy area next to a picnic table.",
"instruction": "remove the tent and add a bonfire",
"target_global_caption": "Car parked next to a bonfire at a picnic table in a grassy area."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_175584_1.jpg
{
"source_global_caption": "some brown cows laying down and some white goats",
"instruction": "Put a pond next to the cows.",
"target_global_caption": "Brown cows laying down next to a pond with white goats."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_175584_2.jpg
{
"source_global_caption": "Brown cows laying down next to a pond with white goats.",
"instruction": "Can we have mountains on the background?",
"target_global_caption": "Brown cows and white goats grazing with majestic mountains in the background."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_175584_3.jpg
{
"source_global_caption": "Brown cows and white goats grazing with majestic mountains in the background.",
"instruction": "Put a horse insted of the goats.",
"target_global_caption": "Brown cows and a horse grazing with majestic mountains in the background."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_177572_1.jpg
{
"source_global_caption": "The woman is taking a picture of the person that is taking a picture of her.",
"instruction": "make the woman hold a camera",
"target_global_caption": "The woman is taking a picture of the person that is taking a picture of her, while holding her own camera."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_177824_1.jpg
{
"source_global_caption": "A bed sitting in the corner of the room next to a wooden table.",
"instruction": "let the bed be wooden",
"target_global_caption": "A wooden bed sitting in the corner of the room next to a wooden table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_178403_1.jpg
{
"source_global_caption": "A table with a jar of cookies, cake, and fruit on it.",
"instruction": "Make the apples green",
"target_global_caption": "A table with a jar of cookies, cake, and green apples on it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_178403_2.jpg
{
"source_global_caption": "A table with a jar of cookies, cake, and green apples on it.",
"instruction": "Get rid of the jar of cookies",
"target_global_caption": "A table with cake and green apples on it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_178403_3.jpg
{
"source_global_caption": "A table with cake and green apples on it.",
"instruction": "Make the cake a chocolate cake",
"target_global_caption": "A table with chocolate cake and green apples on it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_178928_1.jpg
{
"source_global_caption": "A man making a goofy face with a remote control in his mouth.",
"instruction": "turn the remote into a pizza",
"target_global_caption": "A man making a goofy face with a pizza in his mouth."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_178928_2.jpg
{
"source_global_caption": "A man making a goofy face with a pizza in his mouth.",
"instruction": "give the man glasses",
"target_global_caption": "A bespectacled man making a goofy face with a pizza in his mouth."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_181699_1.jpg
{
"source_global_caption": "A picture of a badly decorated wedding cake.",
"instruction": "replace the donuts with fruits",
"target_global_caption": "A picture of a beautifully decorated wedding cake with fruits instead of donuts."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_181699_2.jpg
{
"source_global_caption": "A picture of a beautifully decorated wedding cake with fruits instead of donuts.",
"instruction": "let a woman in a bridal gown stand near the cake",
"target_global_caption": "A bride admiring a beautifully decorated wedding cake with fruits instead of donuts."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_182759_3.jpg
{
"source_global_caption": "A black cat and brown-eyed dog are outside together",
"instruction": "let the dog yawn",
"target_global_caption": "A black cat and brown-eyed dog are outside together, with the dog yawning"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_184184_1.jpg
{
"source_global_caption": "A plate of rice and meat, a cup of water and fork and spoon.",
"instruction": "add another cup of water",
"target_global_caption": "A plate of rice and meat, two cups of water and fork and spoon."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_184184_2.jpg
{
"source_global_caption": "A plate of rice and meat, two cups of water and fork and spoon.",
"instruction": "make the plate empty",
"target_global_caption": "Empty plate, two cups of water and fork and spoon."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_184384_1.jpg
{
"source_global_caption": "A bluebery cake is on a plate and is topped with butter.",
"instruction": "Let the bluebery cake be topped with chocolate syrup.",
"target_global_caption": "A blueberry cake is on a plate and is topped with chocolate syrup."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_187866_1.jpg
{
"source_global_caption": "A little boy that has birds on his arms.",
"instruction": "Change the boy to a girl.",
"target_global_caption": "A little girl that has birds on her arms."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_188612_1.jpg
{
"source_global_caption": "A church steeple is contrasted against the blue sky.",
"instruction": "Let's add a cat on the roof.",
"target_global_caption": "A church steeple with a cat on the roof, contrasted against the blue sky."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_189893_1.jpg
{
"source_global_caption": "this bathroom has a large jacuzzi tub and a large mirror",
"instruction": "add water and flowers in the tub",
"target_global_caption": "A relaxing oasis: this bathroom features a large jacuzzi tub filled with water and adorned with beautiful flowers, all reflected in a large mirror."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_190360_2.jpg
{
"source_global_caption": "A peaceful fluffy cat sleeping on the hood of a car",
"instruction": "add a woman inside the car",
"target_global_caption": "A peaceful fluffy cat sleeping on the hood of a car with a woman inside"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_193680_1.jpg
{
"source_global_caption": "Full grown cat laying down and sleeping on top of a car.",
"instruction": "change the cat to a fox.",
"target_global_caption": "Full grown fox laying down and sleeping on top of a car."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_203920_1.jpg
{
"source_global_caption": "A stop sign with street signs above it",
"instruction": "make the stop sing an animal sign",
"target_global_caption": "An animal crossing sign with street signs above it"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_204837_1.jpg
{
"source_global_caption": "A couple of young boys sitting down together on a floor.",
"instruction": "Have one of the children be blowing bubbles",
"target_global_caption": "A young boy blowing bubbles while sitting with his friend on the floor."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_204863_1.jpg
{
"source_global_caption": "A man and a woman eating food at the park.",
"instruction": "Have the man be wearing a kilt",
"target_global_caption": "A man wearing a kilt and a woman eating food at the park."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_205344_1.jpg
{
"source_global_caption": "Man and young boy on a couch in a living room.",
"instruction": "let the kid sleep",
"target_global_caption": "Man and sleeping young boy on a couch in a living room."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_205344_2.jpg
{
"source_global_caption": "Man and sleeping young boy on a couch in a living room.",
"instruction": "give the person a bowl",
"target_global_caption": "Man with a bowl and sleeping young boy on a couch in a living room."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_207833_1.jpg
{
"source_global_caption": "a dinner table set with many plates and spoons and forks",
"instruction": "Have a gorilla sit at the dinner table.",
"target_global_caption": "A gorilla joins the dinner party, surrounded by plates, spoons, and forks."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_211860_1.jpg
{
"source_global_caption": "A woman wearing a pink tshirt hits a tennis ball.",
"instruction": "Have the woman be wearing a blue tank top",
"target_global_caption": "A woman wearing a blue tank top hits a tennis ball."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_211860_2.jpg
{
"source_global_caption": "A woman wearing a blue tank top hits a tennis ball.",
"instruction": "Change the woman's hair to blonde",
"target_global_caption": "A blonde woman wearing a blue tank top hits a tennis ball."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_214848_1.jpg
{
"source_global_caption": "The couch and table were in the living room.",
"instruction": "remove the table and add an aquarium",
"target_global_caption": "The couch and aquarium were in the living room."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_214848_2.jpg
{
"source_global_caption": "The couch and aquarium were in the living room.",
"instruction": "place a penguin in the picture",
"target_global_caption": "The couch, aquarium, and a penguin in the living room."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_215135_1.jpg
{
"source_global_caption": "A kitchen with white cabinets and white appliances.",
"instruction": "Put a wooden floor on the kitchen.",
"target_global_caption": "Kitchen with white cabinets, white appliances, and a wooden floor."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_215135_2.jpg
{
"source_global_caption": "Kitchen with white cabinets, white appliances, and a wooden floor.",
"instruction": "put a table on the kitchen.",
"target_global_caption": "Kitchen with white cabinets, white appliances, a wooden floor, and a table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_219590_1.jpg
{
"source_global_caption": "A piece of pie has bananas and whipped cream surrounding it on a white plate.",
"instruction": "put strawberry on the plate",
"target_global_caption": "A piece of pie with bananas, whipped cream, and strawberries surrounding it on a white plate."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_221222_1.jpg
{
"source_global_caption": "a herd of cows stand on some tiled dirt",
"instruction": "Let's add a dog next to the cows.",
"target_global_caption": "A herd of cows and a dog stand on some tiled dirt."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_221427_1.jpg
{
"source_global_caption": "A kitchen filled with metallic appliances and cooking apparatus.",
"instruction": "Put a rat on the counter.",
"target_global_caption": "A kitchen filled with metallic appliances and cooking apparatus, with a rat on the counter."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_229301_1.jpg
{
"source_global_caption": "Small street with cars and signs pointing to health services and a funeral.",
"instruction": "let the sign show an address",
"target_global_caption": "Small street with cars and a sign showing an address for health services and a funeral."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_234956_1.jpg
{
"source_global_caption": "A passenger train traveling through the country side.",
"instruction": "change the stop sign to a welcome sign",
"target_global_caption": "A passenger train traveling through the countryside with a welcome sign."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_234956_2.jpg
{
"source_global_caption": "A passenger train traveling through the countryside with a welcome sign.",
"instruction": "let it be a bullet train",
"target_global_caption": "A bullet train speeding through the countryside with a welcome sign."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_234956_3.jpg
{
"source_global_caption": "A bullet train speeding through the countryside with a welcome sign.",
"instruction": "add a bird on the road",
"target_global_caption": "A bullet train speeding through the countryside with a welcome sign and a bird on the road."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_235802_1.jpg
{
"source_global_caption": "Two motorcycles in parking lot in front of a building.",
"instruction": "add a car instead of motorcycles",
"target_global_caption": "Car parked in parking lot in front of a building."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_235802_2.jpg
{
"source_global_caption": "Car parked in parking lot in front of a building.",
"instruction": "edit the background by removing the museum and placing a castle",
"target_global_caption": "Car parked in front of a castle in a parking lot."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_237569_1.jpg
{
"source_global_caption": "The tennis player is up in the air hoping to striking the ball.",
"instruction": "have the person jump over a tennis ball.",
"target_global_caption": "The tennis player jumps over the ball with ease."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_237569_2.jpg
{
"source_global_caption": "The tennis player jumps over the ball with ease.",
"instruction": "Have the person swing the racquet between his legs",
"target_global_caption": "The tennis player swings the racquet between his legs with ease."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_240967_1.jpg
{
"source_global_caption": "This truck is loaded and tied down securely.",
"instruction": "put another freezer on the truck",
"target_global_caption": "This truck is loaded with two freezers and tied down securely."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_240967_2.jpg
{
"source_global_caption": "This truck is loaded with two freezers and tied down securely.",
"instruction": "open the door of the truck",
"target_global_caption": "This truck with open door is loaded with two freezers and tied down securely."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_249441_1.jpg
{
"source_global_caption": "This jet just landed at the airport and is making it way down the jetway",
"instruction": "Can we have a blue airplane?",
"target_global_caption": "This blue jet just landed at the airport and is making its way down the jetway."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_253975_1.jpg
{
"source_global_caption": "A man riding a bike on a beach next to the ocean.",
"instruction": "Add a cruise ship to the ocean.",
"target_global_caption": "A man riding a bike on a beach next to the ocean with a cruise ship in the background."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_254387_1.jpg
{
"source_global_caption": "The Yankees and the Mets play a baseball game.",
"instruction": "Let the person raise his arm.",
"target_global_caption": "A player from the Yankees raises his arm during a game against the Mets."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_256884_1.jpg
{
"source_global_caption": "a person that has a racket in hand",
"instruction": "give the girl a baseball bat instead of a racket",
"target_global_caption": "A girl with a baseball bat in hand"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_256884_2.jpg
{
"source_global_caption": "A girl with a baseball bat in hand",
"instruction": "remove the tennis ball",
"target_global_caption": "A girl with a baseball bat in hand, ready to swing"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_259097_1.jpg
{
"source_global_caption": "A person trying to reach a Frisbee in a field with high brown grass.",
"instruction": "Make the man's top blue.",
"target_global_caption": "A person in a blue top trying to reach a Frisbee in a field with high brown grass."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_259097_2.jpg
{
"source_global_caption": "A person in a blue top trying to reach a Frisbee in a field with high brown grass.",
"instruction": "Remove the frisbee.",
"target_global_caption": "A person in a blue top standing in a field with high brown grass."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_259097_3.jpg
{
"source_global_caption": "A person in a blue top standing in a field with high brown grass.",
"instruction": "Make all the grass green.",
"target_global_caption": "A person in a blue top standing in a field with high green grass."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_262161_1.jpg
{
"source_global_caption": "Large motorcycle sitting on a grassy area in a line.",
"instruction": "make the motorcycles and cars pink",
"target_global_caption": "Line of pink motorcycles and cars sitting on a grassy area."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_266961_1.jpg
{
"source_global_caption": "A green fire hydrant sits next to a black trash can.",
"instruction": "There should be a tree on the front.",
"target_global_caption": "A green fire hydrant sits next to a black trash can with a tree in the foreground."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_267300_1.jpg
{
"source_global_caption": "a dog laying down licking food off of a plate",
"instruction": "Put popcorn in the plate.",
"target_global_caption": "A dog laying down licking popcorn off of a plate."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_267300_2.jpg
{
"source_global_caption": "A dog laying down licking popcorn off of a plate.",
"instruction": "Make the dog's eyes closed.",
"target_global_caption": "A sleeping dog laying down with popcorn on a plate."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_270186_1.jpg
{
"source_global_caption": "A room that has a couch and two chairs in it.",
"instruction": "Let's add a monitor on the wall.",
"target_global_caption": "A room with a couch, two chairs, and a monitor on the wall."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_270650_1.jpg
{
"source_global_caption": "A pair of skis are attached to the back of a car.",
"instruction": "put skis on the wheel",
"target_global_caption": "Skis attached to the wheels of a car."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_272405_1.jpg
{
"source_global_caption": "A brick clock tower stands in the middle of a colorful flower garden.",
"instruction": "change the clock tower to a bell tower",
"target_global_caption": "A brick bell tower stands in the middle of a colorful flower garden."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_272405_2.jpg
{
"source_global_caption": "A brick bell tower stands in the middle of a colorful flower garden.",
"instruction": "let the patch of flowers be daffodils",
"target_global_caption": "A brick bell tower stands in the middle of a colorful daffodil garden."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_272405_3.jpg
{
"source_global_caption": "A brick bell tower stands in the middle of a colorful daffodil garden.",
"instruction": "add a rocket in the sky",
"target_global_caption": "A rocket flies over a brick bell tower in the middle of a colorful daffodil garden."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_273560_1.jpg
{
"source_global_caption": "A wedding cake and a knife on a serving table.",
"instruction": "Split the top layer so there's an extra one.",
"target_global_caption": "A wedding cake with an extra layer and a knife on a serving table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_273560_2.jpg
{
"source_global_caption": "A wedding cake with an extra layer and a knife on a serving table.",
"instruction": "Put bride and groom toppers on it.",
"target_global_caption": "A wedding cake with bride and groom toppers, an extra layer, and a knife on a serving table."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_273560_3.jpg
{
"source_global_caption": "A wedding cake with bride and groom toppers, an extra layer, and a knife on a serving table.",
"instruction": "Remove the frosting between layers.",
"target_global_caption": "A wedding cake with bride and groom toppers, an extra layer, and a knife on a serving table, with unfrosted layers."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_289514_1.jpg
{
"source_global_caption": "A picture of some people that are in the kitchen.",
"instruction": "It could be a microwave next to the woman.",
"target_global_caption": "A picture of some people in the kitchen with a microwave next to the woman."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_291614_1.jpg
{
"source_global_caption": "A kitchen with a large counter lined with cloth covered metal chairs.",
"instruction": "place a cat in the counter",
"target_global_caption": "A kitchen with a cat sitting on a large counter lined with cloth covered metal chairs."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_291614_2.jpg
{
"source_global_caption": "A kitchen with a cat sitting on a large counter lined with cloth covered metal chairs.",
"instruction": "remove the cloth from the chairs",
"target_global_caption": "A kitchen with a cat sitting on a large counter lined with metal chairs."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_291861_1.jpg
{
"source_global_caption": "A Zebra standing in between a group of large rocks",
"instruction": "Make the zebra a regular horse.",
"target_global_caption": "A horse standing in between a group of large rocks"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_292451_1.jpg
{
"source_global_caption": "a car that is going down a small street",
"instruction": "change the truck into a taxi",
"target_global_caption": "A taxi driving down a small street"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_292451_2.jpg
{
"source_global_caption": "A taxi driving down a small street",
"instruction": "let a herd of sheep block the taxi",
"target_global_caption": "A taxi blocked by a herd of sheep on a small street"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_292451_3.jpg
{
"source_global_caption": "A taxi blocked by a herd of sheep on a small street",
"instruction": "change the trees at the back into palm trees",
"target_global_caption": "A taxi blocked by a herd of sheep on a small street with palm trees in the background"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_293027_1.jpg
{
"source_global_caption": "a black and white cat hugging a handbag",
"instruction": "make the cat's nose black",
"target_global_caption": "A black and white cat with a black nose hugging a handbag"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_294973_1.jpg
{
"source_global_caption": "A stuffed bear that is wearing a pirate hat.",
"instruction": "change the teddy bear into a ship",
"target_global_caption": "A pirate ship with a hat at the helm."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_299200_1.jpg
{
"source_global_caption": "A man riding a skateboard on a wooden ramp.",
"instruction": "take away the skateboarders arms.",
"target_global_caption": "A man riding a skateboard on a wooden ramp without arms."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_299200_2.jpg
{
"source_global_caption": "A man riding a skateboard on a wooden ramp without arms.",
"instruction": "make the ramp cement",
"target_global_caption": "A man riding a skateboard on a cement ramp without arms."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_299200_3.jpg
{
"source_global_caption": "A man riding a skateboard on a cement ramp without arms.",
"instruction": "add a street",
"target_global_caption": "A man riding a skateboard on a cement ramp without arms on a city street."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_302107_2.jpg
{
"source_global_caption": "A man holding a baseball bat during a baseball game.",
"instruction": "Make the man's pants all white.",
"target_global_caption": "A man holding a baseball bat during a baseball game with all white pants."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_308192_1.jpg
{
"source_global_caption": "An old log surrounded by leaves with a baseball bat on it and a baseball helmet under it.",
"instruction": "put a tennis racket next to the bat",
"target_global_caption": "An old log surrounded by leaves with a baseball bat and a tennis racket on it, and a baseball helmet under it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_311326_1.jpg
{
"source_global_caption": "Blood oranges cut in half side by side on a cutting board.",
"instruction": "Let the blood orange be swapped with an apple.",
"target_global_caption": "Apples cut in half side by side on a cutting board."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_313345_1.jpg
{
"source_global_caption": "The Washington Monument with kites flying in the sky around it.",
"instruction": "change the Washington Monument with the Statue of Liberty",
"target_global_caption": "The Statue of Liberty with kites flying in the sky around it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_313345_2.jpg
{
"source_global_caption": "The Statue of Liberty with kites flying in the sky around it.",
"instruction": "add flying eagles over the statue",
"target_global_caption": "The Statue of Liberty with flying eagles and kites in the sky around it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_315319_1.jpg
{
"source_global_caption": "A kitchen with a large clock mounted to it's wall.",
"instruction": "Change the clock to a TV.",
"target_global_caption": "A kitchen with a large TV mounted to its wall."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_315319_2.jpg
{
"source_global_caption": "A kitchen with a large TV mounted to its wall.",
"instruction": "Put a show about cats on the TV.",
"target_global_caption": "A kitchen with a large TV mounted to its wall showing a show about cats."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_317806_1.jpg
{
"source_global_caption": "The wood holder contains pens, scissors, and pencils.",
"instruction": "let the cup contain flowers",
"target_global_caption": "The wood holder with a bouquet of flowers."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_319096_1.jpg
{
"source_global_caption": "A laptop that is sitting on a desk.",
"instruction": "Make the piece of paper hanging on the wall a mirror",
"target_global_caption": "A laptop that is sitting on a desk with a mirror hanging on the wall."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_329847_1.jpg
{
"source_global_caption": "a tennis player with a racket on a court",
"instruction": "give her a baseball cap",
"target_global_caption": "A tennis player with a baseball cap and racket on a court"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_329847_2.jpg
{
"source_global_caption": "A tennis player with a baseball cap and racket on a court",
"instruction": "get rid of the racket",
"target_global_caption": "A tennis player with a baseball cap on a court"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_332877_1.jpg
{
"source_global_caption": "A group of motorcyclers riding down a street with traffic",
"instruction": "Change the trees to palm trees",
"target_global_caption": "A group of motorcyclers riding down a street with traffic lined with palm trees"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_334809_1.jpg
{
"source_global_caption": "Blue and white plate with meat and brussel sprouts.",
"instruction": "Replace the greens with onions.",
"target_global_caption": "Blue and white plate with meat and onions."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_335479_1.jpg
{
"source_global_caption": "there are many people riding this train together",
"instruction": "make the people angry",
"target_global_caption": "There are many angry people riding this train together"
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_336015_1.jpg
{
"source_global_caption": "A man riding skis down a snow covered hillside.",
"instruction": "change the ski gear into a scuba gear",
"target_global_caption": "A man scuba diving down a snow covered hillside."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_336015_2.jpg
{
"source_global_caption": "A man scuba diving down a snow covered hillside.",
"instruction": "let the tree be conifers",
"target_global_caption": "A man scuba diving down a snow covered conifer hillside."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_336015_3.jpg
{
"source_global_caption": "A man scuba diving down a snow covered conifer hillside.",
"instruction": "add a polar bear",
"target_global_caption": "A man scuba diving with a polar bear down a snow covered conifer hillside."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_337180_1.jpg
{
"source_global_caption": "A black cat in a tie laying on a carpet next to bookshelf.",
"instruction": "let the cat wear a bow tie instead of a tie",
"target_global_caption": "A black cat in a bow tie laying on a carpet next to bookshelf."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_337180_2.jpg
{
"source_global_caption": "A black cat in a bow tie laying on a carpet next to bookshelf.",
"instruction": "let the cat have blue eyes",
"target_global_caption": "A black cat with blue eyes in a bow tie laying on a carpet next to bookshelf."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_337180_3.jpg
{
"source_global_caption": "A black cat with blue eyes in a bow tie laying on a carpet next to bookshelf.",
"instruction": "let the cat lay on a wooden floor instead of a carpet",
"target_global_caption": "A black cat with blue eyes in a bow tie laying on a wooden floor next to bookshelf."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_341070_1.jpg
{
"source_global_caption": "A kitchen with a wall mounted oven with a center island.",
"instruction": "Let the faucet be turned on.",
"target_global_caption": "A kitchen with a wall mounted oven and a center island, with running water from the faucet."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_352426_1.jpg
{
"source_global_caption": "The kite is aloft, like a giant sea bird flying high in the evening sky.",
"instruction": "have the sun rise instead of set.",
"target_global_caption": "The kite is aloft, like a giant sea bird flying high in the morning sky."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_352426_2.jpg
{
"source_global_caption": "The kite is aloft, like a giant sea bird flying high in the morning sky.",
"instruction": "make two parasailers instead of one.",
"target_global_caption": "Two parasailers soar high in the morning sky, like giant sea birds."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_352426_3.jpg
{
"source_global_caption": "Two parasailers soar high in the morning sky, like giant sea birds.",
"instruction": "make the ground a forest instead of a slope.",
"target_global_caption": "Two parasailers soar high in the morning sky above a lush forest, like giant birds."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_353915_1.jpg
{
"source_global_caption": "A black and white picture of an intersection",
"instruction": "Put a policeman in the intersection.",
"target_global_caption": "A black and white picture of a policeman directing traffic at an intersection."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_354126_1.jpg
{
"source_global_caption": "Two dogs sleeping on a small dog bed. The bed has many toys on it.",
"instruction": "change the stuffed toys into rubber duckies",
"target_global_caption": "Two dogs sleeping on a small dog bed. The bed has many rubber duckies on it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_357220_1.jpg
{
"source_global_caption": "Some soccer players playing a game of soccer together.",
"instruction": "change the color of the soccer ball.",
"target_global_caption": "Some soccer players playing a game with a red soccer ball together."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_357865_1.jpg
{
"source_global_caption": "A bathroom with a toilet and a sink with a cup on it.",
"instruction": "The lid of a toilet should be open.",
"target_global_caption": "A bathroom with an open-lid toilet and a sink with a cup on it."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_358868_1.jpg
{
"source_global_caption": "Cat sleeping on top of a suitcase that is resting on top of a table.",
"instruction": "make the cat lick its nose",
"target_global_caption": "Cat sleeping on top of a suitcase that is resting on top of a table, licking its nose."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_365258_1.jpg
{
"source_global_caption": "A sandwich cut in half on a white plate with a side of salad and a fork and knife wrapped in a napkin.",
"instruction": "Add a cup of coffee.",
"target_global_caption": "A sandwich cut in half on a white plate with a side of salad, a cup of coffee, and a fork and knife wrapped in a napkin."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live

sample_365258_2.jpg
{
"source_global_caption": "A sandwich cut in half on a white plate with a side of salad, a cup of coffee, and a fork and knife wrapped in a napkin.",
"instruction": "Remove the salad on the side.",
"target_global_caption": "A sandwich cut in half on a white plate with a cup of coffee and a fork and knife wrapped in a napkin."
}


input


GroundTruth


UltraEdit


CosXLEdit


InfEdit


InstructPix2Pix


MagicBrush


CycleDiffusion


DiffEdit


PNP


Pix2PixZero


Prompt2prompt


SDEdit


Text2Live