Dataset Viewer
img_id
stringlengths 1
4
| turn_index
int32 5
15
| source_img
imagewidth (px) 612
5.47k
| target_img
imagewidth (px) 612
5.47k
| difference_caption
stringlengths 17
20.4k
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0
| 10 |
A few chocolate balls are replaced with another food item and one of them is covered with noise.
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0
| 5 |
A cupcake is replaced with a chocolate ball, and a pearl cupcake is noisy.
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0
| 15 |
Some of the desserts are replaced with different ones, and an image of a dessert is noisy.
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1
| 5 |
Some oranges are slightly different, and one is slightly noisy.
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1
| 10 |
Some oranges are slightly different; the image of an orange is noisy, and an apple is replaced with an orange.
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1
| 15 |
An apple is replaced with an orange; one orange is different in shape, and a significant amount of noise has been applied to all oranges.
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2
| 10 |
Buses are replaced with a loading truck and different-coloured buses.
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2
| 15 |
Some buses are replaced with other vehicles, and the colour of a bus is changed, while the image of a bus is blurry.
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2
| 5 |
A yellow bus is replaced with another bus.
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3
| 5 |
Two dumbbells are slightly different, and an image of a dumbbell is noisy.
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3
| 10 |
One dumbbell is replaced with noisy object, and two are slightly changed.
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3
| 15 |
Two dumbbells are removed, another two are slightly different, and the images of two dumbbells are noisy.
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4
| 15 |
Books are replaced with other books, jugs, and one book is removed.
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4
| 5 |
The books are replaced with a yellow bucket and different ones.
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4
| 10 |
Two books are replaced with two cups, one white and one yellow, and one book is replaced with another.
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5
| 15 |
Some of the knife shapes and sizes are different.
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5
| 5 |
Two knives are slightly different.
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5
| 10 |
All knives are replaced with another knives.
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6
| 15 |
The tomato slice and other ingredient shapes are changed and a few ingredients are replaced with leaves.
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6
| 5 |
Some of the cheese texture is changed, and one is removed.
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6
| 10 |
A few vegetables are removed and some vegetable shapes are changed.
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7
| 5 |
A crow is replaced with a different bird with a grey patch around it.
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7
| 10 |
The position and colour of two birds are changed and one of them is covered with a patch.
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7
| 15 |
A crow is removed, another crow is replaced with a magpie, and a yellow, grey-translucent patch is added.
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8
| 5 |
One dolphin is removed.
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8
| 15 |
Two dolphins are removed, another two dolphin positions are changed, and one of them is covered with a patch.
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8
| 10 |
Some dolphins are slightly different; an image of a dolphin is noisy, and a dolphin is removed.
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9
| 5 |
A lemon slice is replaced with a noisy strawberry and one lemon slice position is changed.
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9
| 15 |
Two drinks glasses are replaced with another, and one glass is noisy.
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9
| 10 |
The liquid in two glasses is slightly different, and two slices of lemon are slightly different.
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10
| 15 |
Pink and orange balloons are replaced with blue and green balloons that has multicoloured dots on them; yellow balloon is deformed; and pink balloon is now noisy.
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10
| 10 |
Some balloons are replaced with another balloon, the image of a balloon is noisy, and a grey translucent patch is added.
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10
| 5 |
The pink ballon is replaced with a blue ballon, and one ballon is slightly noisy.
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11
| 15 |
Three cup cakes are replaced with another cup cake, a cupcake is blurred and noise is added.
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11
| 5 |
Some cupcakes are slightly different, and a part of the cupcake cream is noisy.
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11
| 10 |
One cupcake is replaced with another cupcake and one cupcake is covered with noise.
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12
| 5 |
A book is removed, and another one is replaced with another one.
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12
| 10 |
One book is removed, one book is replaced with a different one, and three cardboard boxes are replaced: one with a black suit case and the other two with different boxes.
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12
| 15 |
A cartoon box is slightly changed; one box is noisy; one box is changed with a suitcase; a book is removed; and another one is replaced with another one; a box is replaced.
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13
| 15 |
One tea cup is replaced with a kettle, another tea cup size is changed and two brown sachets are replaced with a spoon.
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13
| 10 |
A cup is replaced with a white kettle, two sugar pouch positions are changed and the spoon is deformed.
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13
| 5 |
A mug is slightly different, and there is a noisy knife piercing one of them.
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14
| 10 |
A few vegetables are replaced with another food items and all of them are deformed.
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14
| 15 |
Butternut squash is replaced with a rotten one that has some object on top; cucumbers are replaced with a watermelon, an egg, and various other objects.
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14
| 5 |
Butternut squash is replaced with a rotten one that has some object on top, and pomegranate is replaced with some green object.
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15
| 5 |
An avocado is replaced with a cucumber and one is removed.
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15
| 15 |
Some avocados are replaced with pumpkins, and an avocado is removed.
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15
| 10 |
An avocado is replaced with a cucumber; a noisy image is replaced with an avocado, and one is removed.
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16
| 5 |
A bull is replaced with an elephant, another bull is covered with a green patch and some bulls are covered with noise.
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16
| 15 |
Some cows are replaced with different animals; one is replaced with white paper, the size of a cow is changed and some are noisy.
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16
| 10 |
A noisy elephant picture replaces a bull; one bull is replaced with a horse; one bull has a green patch; and some bulls are noisy.
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17
| 10 |
A few duck colours and positions are changed and one duck is covered with a grey patch.
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17
| 5 |
Two gooses are replaced with ducks.
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17
| 15 |
Some gooses are replaced with another goose, one goose position is changed and they are covered by a grey patch.
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18
| 15 |
Three torch shapes and designs are changed and one torch is covered with patches.
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18
| 5 |
Two torches are replaced with different ones.
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18
| 10 |
Two torches are slightly different, and a grey-translucent patch is added to a small torch.
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19
| 5 |
Two muffins are covered with blur and one of them is replaced with another muffin.
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19
| 10 |
Some muffin shapes are changed, and some are covered with blur.
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19
| 15 |
Some muffins are slightly changed, two are blurry, and one has pink patches on it.
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20
| 15 |
Some pancakes are replaced with poached eggs, jars, and baked bread, and a grey-translucent patch is added to the pancake.
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20
| 5 |
Two pancakes are replaced with a cooked egg and a glass jar.
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20
| 10 |
Some pancakes are replaced with a half-fried egg and a glass jar; one of them now has a pink patch.
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21
| 10 |
Some cookie shapes are slightly changed, and the chocochips are less in cookies.
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21
| 5 |
Two cookies are slightly different, and the chocolate chips are less in the cookies.
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21
| 15 |
The shape and chocolate chips of some of the muffins are slightly different.
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22
| 10 |
Two yaks are replaced with horses, a black-translucent patch is added to the other yak, and a yak is slightly different with a noisy image.
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22
| 5 |
Two bisons are replaced with horses, and a bison is replaced with a bull with multiple colours.
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22
| 15 |
A bison is replaced with a horse, another bison has a black patch added to it, and two bison are removed now.
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23
| 5 |
Both straws are more visible, and one glass is different.
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23
| 15 |
A drink's colour slightly changes; a yellowish piece is added to it; another drink is replaced with a green-coloured one with ice; and a black patch is added to its straw.
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23
| 10 |
A glass of liquid and its straw colours are changed, and another straw is visible.
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24
| 15 |
The voilet patches are added to the curtains, and some wall clock dials are changed and one is removed.
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24
| 5 |
The curtain has small blue square patches on it, a clock's dial has been replaced with a black plus, and one clock's position has been changed.
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24
| 10 |
Some of the clocks are changed, and rombus-shaped patches are added.
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25
| 5 |
A piece of cottage cheese is slightly different.
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25
| 10 |
The image of the salad is now a darker colour and
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25
| 15 |
A dish has a translucent grey patch; with cottage cheese is added a yellow thing; and cottage cheese is slightly changed.
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26
| 5 |
A ball is slightly different, and a black patch is added to another ball.
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26
| 10 |
Some bowling ball colours have been changed, and one ball is removed.
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26
| 15 |
Some of the bowling balls are changed, one is removed, and one has a silver translucent patch on it.
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27
| 5 |
A bagel is replaced with a different sweet, with a noisy image.
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27
| 15 |
One daughnut is replaced with a different one, one is removed, and a black patch is added.
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27
| 10 |
A donut is slightly different, and another donut is replaced with a sweet, while the image of a sweet is noisy.
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28
| 15 |
Two tomato pieces are removed, one tomato piece and a slice of bread are noisy, one is replaced with a green item and one tomato piece is added with a grey patch on it.
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28
| 10 |
A piece of tomato is replaced with a green leaf, another piece of tomato is added and an image of a bread is noisy, a grey-translucent patch is added.
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28
| 5 |
A piece of tomato is replaced with cabbage, and one tomato piece is missing.
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29
| 10 |
One beluga whale is removed, one is replaced with a shark, and one whale position is changed and covered with patches.
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29
| 15 |
A dolphin has been removed, and one of the images has been found to be noisy.
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29
| 5 |
A blue whale is removed, and one fish is slightly different.
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30
| 15 |
Some oranges are replaced with sliced oranges. One has a purple patch on it, the other is noisy, and one is replaced with a grey patch.
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30
| 10 |
One orange and one lemon is replaced with half sliced lemons each, while a slice of lemon is removed and one slice is replaced with a lemon with a Grey translucent patch on it.
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30
| 5 |
One orange is replaced with a green lemon slice, one lemon with a purple lemon slice, and one lemon slice is removed.
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31
| 5 |
A rose is replaced with a sunflower, and one is changed into a noisy image.
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31
| 10 |
One rose colour is changed, one is removed, one is replaced with another object, and one is partially deformed, and a significant amount of noise is applied to it.
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32
| 15 |
The cup and saucer are slightly different, a peach patch is added, and the spoon is replaced by a chopstick.
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32
| 10 |
A spoon is replaced with chopsticks, and a cup and plate are replaced with another glass cup and white plate.
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32
| 5 |
A cup, plate, and spoon are changed, the cup and spoon are deformed and the cup is covered with patches.
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33
| 10 |
One skate board is replaced with a sneaker, and the other is replaced with roller skates.
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33
| 15 |
Skateboards were replaced with sports shoes and roller skating shoes.
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End of preview. Expand
in Data Studio
Dataset Card for METS (Multiple Edits and Textual Summaries)
Dataset Summary
METS (Multiple Edits and Textual Summaries) is a dataset of image editing sequences with human-annotated textual summaries describing the differences between original and edited images. The dataset captures cumulative changes after sequences of manipulations, providing ground truth for image difference captioning tasks. METS contains images that have undergone 5, 10, or 15 sequential edits, with human-written summaries describing all visible differences from the original image.
Dataset Structure
The dataset contains the following fields:
- img_id (str): Unique identifier for the image sequence
- turn_index (int): The number of edits applied (5, 10, or 15)
- source_img (str): Path to the original unedited image
- target_img (str): Path to the edited image after the specified number of manipulations
- difference_caption (str): Human-written summary of all differences between source and target images
Licensing and Attribution
This work is licensed under a Creative Commons Attribution 4.0 International License. Please cite the original paper when using this dataset.
Citation Information
If you find this dataset useful, please consider citing our paper:
@inproceedings{Black2025ImProvShow,
title={ImProvShow: Multimodal Fusion for Image Provenance Summarization},
author={Black Alexander and Shi Jing and Fan Yifei and Collomosse John},
booktitle={British Machine Vision Conference (BMVC)},
year={2025}
}
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