Datasets:

Aleksandar
/

PartEdit-Bench

id int32 0 59	subject stringlengths 3 11	edit stringlengths 3 18	part stringclasses 6 values	class_name stringclasses 7 values	prompt_original stringlengths 14 55	prompt_changed stringlengths 15 67	p2p_prompt stringlengths 30 88	p2p_template stringlengths 17 88	instructp2p_edit1 stringlengths 13 32	instructp2p_edit2 stringlengths 31 57	instructp2p_edit3 stringlengths 31 57	seed int32 1.61k 97.1k
0	alien	robot	head	humanoid_head	A alien at a city	A robot at a city	A alien with robot head at a city	A alien {} at a city	with robot head	Change the alien head to robot head	turn the alien head into robot head	56,492
1	robot	bear	head	humanoid_head	A robot at a school	A bear at a school	A robot with bear head at a school	A robot {} at a school	with bear head	Change the robot head to bear head	turn the robot head into bear head	74,964
2	robot	bear	head	humanoid_head	A robot at a park	A bear at a park	A robot with bear head at a park	A robot {} at a park	with bear head	Change the robot head to bear head	turn the robot head into bear head	75,867
3	alien	robot	head	humanoid_head	A alien at a museum	A robot at a museum	A alien with robot head at a museum	A alien {} at a museum	with robot head	Change the alien head to robot head	turn the alien head into robot head	60,232
4	robot	tattooed	head	humanoid_head	A robot at a office	A tattooed at a office	A robot with tattooed head at a office	A robot {} at a office	with tattooed head	Change the robot head to tattooed head	turn the robot head into tattooed head	86,794
5	man	robot	head	humanoid_head	A man at a gym	A robot at a gym	A man with robot head at a gym	A man {} at a gym	with robot head	Change the man head to robot head	turn the man head into robot head	87,676
6	girl	robot	head	humanoid_head	A girl at a beach	A robot at a beach	A girl with robot head at a beach	A girl {} at a beach	with robot head	Change the girl head to robot head	turn the girl head into robot head	27,996
7	alien	robot	head	humanoid_head	A alien at a school	A robot at a school	A alien with robot head at a school	A alien {} at a school	with robot head	Change the alien head to robot head	turn the alien head into robot head	29,594
8	robot	alien	head	humanoid_head	A robot at a park	A alien at a park	A robot with alien head at a park	A robot {} at a park	with alien head	Change the robot head to alien head	turn the robot head into alien head	73,349
9	alien	bear	head	humanoid_head	A alien at a museum	A bear at a museum	A alien with bear head at a museum	A alien {} at a museum	with bear head	Change the alien head to bear head	turn the alien head into bear head	81,598
10	robot	batman	torso	humanoid_torso	A robot at a school	A batman at a school	A robot with batman torso at a school	A robot {} at a school	with batman torso	Change the robot torso to batman torso	turn the robot torso into batman torso	55,033
11	robot	spiderman	torso	humanoid_torso	A robot at a museum	A spiderman at a museum	A robot with spiderman torso at a museum	A robot {} at a museum	with spiderman torso	Change the robot torso to spiderman torso	turn the robot torso into spiderman torso	57,580
12	robot	spiderman	torso	humanoid_torso	A robot at a museum	A spiderman at a museum	A robot with spiderman torso at a museum	A robot {} at a museum	with spiderman torso	Change the robot torso to spiderman torso	turn the robot torso into spiderman torso	90,967
13	alien	uniform	torso	humanoid_torso	A alien at a school	A uniform at a school	A alien with uniform torso at a school	A alien {} at a school	with uniform torso	Change the alien torso to uniform torso	turn the alien torso into uniform torso	53,097
14	alien	robot	torso	humanoid_torso	A alien at a gym	A robot at a gym	A alien with robot torso at a gym	A alien {} at a gym	with robot torso	Change the alien torso to robot torso	turn the alien torso into robot torso	48,796
15	robot	formal-suit	torso	humanoid_torso	A robot at a restaurant	A formal-suit at a restaurant	A robot with formal-suit torso at a restaurant	A robot {} at a restaurant	with formal-suit torso	Change the robot torso to formal-suit torso	turn the robot torso into formal-suit torso	31,415
16	girl	armor	torso	humanoid_torso	A girl at a stadium	A armor at a stadium	A girl with armor torso at a stadium	A girl {} at a stadium	with armor torso	Change the girl torso to armor torso	turn the girl torso into armor torso	15,927
17	dinosaur	robotic-parts	torso	humanoid_torso	A dinosaur at a museum	A robotic-parts at a museum	A dinosaur with robotic-parts torso at a museum	A dinosaur {} at a museum	with robotic-parts torso	Change the dinosaur torso to robotic-parts torso	turn the dinosaur torso into robotic-parts torso	60,232
18	boy	armor	torso	humanoid_torso	A boy at a restaurant	A armor at a restaurant	A boy with armor torso at a restaurant	A boy {} at a restaurant	with armor torso	Change the boy torso to armor torso	turn the boy torso into armor torso	85,453
19	girl	Wavy	hair	humanoid_hair	A Portrait of girl at a forest	A Portrait of Wavy at a forest	A Portrait of girl with Wavy hair at a forest	A Portrait of girl {} at a forest	with Wavy hair	Change the girl hair to Wavy hair	turn the girl hair into Wavy hair	56,215
20	boy	Curls	hair	humanoid_hair	A Portrait of boy at a park	A Portrait of Curls at a park	A Portrait of boy with Curls hair at a park	A Portrait of boy {} at a park	with Curls hair	Change the boy hair to Curls hair	turn the boy hair into Curls hair	64,395
21	boy	Afro	hair	humanoid_hair	A Portrait of boy at a beach	A Portrait of Afro at a beach	A Portrait of boy with Afro hair at a beach	A Portrait of boy {} at a beach	with Afro hair	Change the boy hair to Afro hair	turn the boy hair into Afro hair	47,991
22	boy	Kinky	hair	humanoid_hair	A Portrait of boy at a park	A Portrait of Kinky at a park	A Portrait of boy with Kinky hair at a park	A Portrait of boy {} at a park	with Kinky hair	Change the boy hair to Kinky hair	turn the boy hair into Kinky hair	39,658
23	man	blond	hair	humanoid_hair	A Portrait of man at a beach	A Portrait of blond at a beach	A Portrait of man with blond hair at a beach	A Portrait of man {} at a beach	with blond hair	Change the man hair to blond hair	turn the man hair into blond hair	93,398
24	girl	Curley	hair	humanoid_hair	A Portrait of girl at a mountain	A Portrait of Curley at a mountain	A Portrait of girl with Curley hair at a mountain	A Portrait of girl {} at a mountain	with Curley hair	Change the girl hair to Curley hair	turn the girl hair into Curley hair	45,774
25	boy	Botticelli-Curls	hair	humanoid_hair	A Portrait of boy at a street	A Portrait of Botticelli-Curls at a street	A Portrait of boy with Botticelli-Curls hair at a street	A Portrait of boy {} at a street	with Botticelli-Curls hair	Change the boy hair to Botticelli-Curls hair	turn the boy hair into Botticelli-Curls hair	87,818
26	man	Curls	hair	humanoid_hair	A Portrait of man at a house	A Portrait of Curls at a house	A Portrait of man with Curls hair at a house	A Portrait of man {} at a house	with Curls hair	Change the man hair to Curls hair	turn the man hair into Curls hair	7,241
27	woman	Curls	hair	humanoid_hair	A Portrait of woman at a school	A Portrait of Curls at a school	A Portrait of woman with Curls hair at a school	A Portrait of woman {} at a school	with Curls hair	Change the woman hair to Curls hair	turn the woman hair into Curls hair	22,089
28	cow	dragon	head	animal_head	A cow at a restaurant	A dragon at a restaurant	A cow with dragon head at a restaurant	A cow {} at a restaurant	with dragon head	Change the cow head to dragon head	turn the cow head into dragon head	85,651
29	dog	lion	head	animal_head	A dog at a pool	A lion at a pool	A dog with lion head at a pool	A dog {} at a pool	with lion head	Change the dog head to lion head	turn the dog head into lion head	5,840
30	bear	dog	head	animal_head	A bear at a jungle	A dog at a jungle	A bear with dog head at a jungle	A bear {} at a jungle	with dog head	Change the bear head to dog head	turn the bear head into dog head	59,890
31	horse	dragon	head	animal_head	A horse at a jungle	A dragon at a jungle	A horse with dragon head at a jungle	A horse {} at a jungle	with dragon head	Change the horse head to dragon head	turn the horse head into dragon head	61,600
32	cat	dragon	head	animal_head	A cat at a desert	A dragon at a desert	A cat with dragon head at a desert	A cat {} at a desert	with dragon head	Change the cat head to dragon head	turn the cat head into dragon head	31,244
33	dog	cat	head	animal_head	A dog at a restaurant	A cat at a restaurant	A dog with cat head at a restaurant	A dog {} at a restaurant	with cat head	Change the dog head to cat head	turn the dog head into cat head	18,810
34	dog	unicorn	head	animal_head	A dog at a mountain	A unicorn at a mountain	A dog with unicorn head at a mountain	A dog {} at a mountain	with unicorn head	Change the dog head to unicorn head	turn the dog head into unicorn head	57,887
35	cat	cheetah	head	animal_head	A cat at a museum	A cheetah at a museum	A cat with cheetah head at a museum	A cat {} at a museum	with cheetah head	Change the cat head to cheetah head	turn the cat head into cheetah head	64,236
36	bear	lion	head	animal_head	A bear at a zoo	A lion at a zoo	A bear with lion head at a zoo	A bear {} at a zoo	with lion head	Change the bear head to lion head	turn the bear head into lion head	32,767
37	dog	dragon	head	animal_head	A dog at a farm	A dragon at a farm	A dog with dragon head at a farm	A dog {} at a farm	with dragon head	Change the dog head to dragon head	turn the dog head into dragon head	57,874
38	horse	dragon	head	animal_head	A horse at a zoo	A dragon at a zoo	A horse with dragon head at a zoo	A horse {} at a zoo	with dragon head	Change the horse head to dragon head	turn the horse head into dragon head	21,798
39	cow	unicorn	head	animal_head	A cow at a house	A unicorn at a house	A cow with unicorn head at a house	A cow {} at a house	with unicorn head	Change the cow head to unicorn head	turn the cow head into unicorn head	70,604
40	bear	tiger	head	animal_head	A bear at a pool	A tiger at a pool	A bear with tiger head at a pool	A bear {} at a pool	with tiger head	Change the bear head to tiger head	turn the bear head into tiger head	68,113
41	cat	panda	head	animal_head	A cat at a mountain	A panda at a mountain	A cat with panda head at a mountain	A cat {} at a mountain	with panda head	Change the cat head to panda head	turn the cat head into panda head	55,558
42	panda	cheetah	head	animal_head	A panda at a school	A cheetah at a school	A panda with cheetah head at a school	A panda {} at a school	with cheetah head	Change the panda head to cheetah head	turn the panda head into cheetah head	85,493
43	bear	dragon	head	animal_head	A bear at a jungle	A dragon at a jungle	A bear with dragon head at a jungle	A bear {} at a jungle	with dragon head	Change the bear head to dragon head	turn the bear head into dragon head	63,254
44	bear	lion	head	animal_head	A bear at a zoo	A lion at a zoo	A bear with lion head at a zoo	A bear {} at a zoo	with lion head	Change the bear head to lion head	turn the bear head into lion head	97,051
45	dog	panda	head	animal_head	A dog at a store	A panda at a store	A dog with panda head at a store	A dog {} at a store	with panda head	Change the dog head to panda head	turn the dog head into panda head	25,130
46	luxury-car	armored	car body	carbody	A luxury-car at a mountain road	A armored at a mountain road	A luxury-car with armored car body at a mountain road	A luxury-car {} at a mountain road	with armored car body	Change the luxury-car car body to armored car body	turn the luxury-car car body into armored car body	43,983
47	sedan	futuristic	car body	carbody	A sedan at a parking lot	A futuristic at a parking lot	A sedan with futuristic car body at a parking lot	A sedan {} at a parking lot	with futuristic car body	Change the sedan car body to futuristic car body	turn the sedan car body into futuristic car body	31,431
48	classic-car	rusted	car body	carbody	A classic-car at a suburban road	A rusted at a suburban road	A classic-car with rusted car body at a suburban road	A classic-car {} at a suburban road	with rusted car body	Change the classic-car car body to rusted car body	turn the classic-car car body into rusted car body	62,525
49	classic-car	neon-lit	car body	carbody	A classic-car at a suburban road	A neon-lit at a suburban road	A classic-car with neon-lit car body at a suburban road	A classic-car {} at a suburban road	with neon-lit car body	Change the classic-car car body to neon-lit car body	turn the classic-car car body into neon-lit car body	85,751
50	racing-car	black	car hood	carhood	A racing-car at a highway	A black at a highway	A racing-car with black car hood at a highway	A racing-car {} at a highway	with black car hood	Change the racing-car car hood to black car hood	turn the racing-car car hood into black car hood	83,711
51	classic-car	vinyl-art	car hood	carhood	A classic-car at a garage	A vinyl-art at a garage	A classic-car with vinyl-art car hood at a garage	A classic-car {} at a garage	with vinyl-art car hood	Change the classic-car car hood to vinyl-art car hood	turn the classic-car car hood into vinyl-art car hood	73,736
52	racing	Digital-Camouflage	car hood	carhood	A full front facing view of racing car at a parking lot	A full front facing view of Digital-Camouflage car at a parking lot	A full front facing view of racing car with Digital-Camouflage car hood at a parking lot	A full front facing view of racing car with Digital-Camouflage car hood at a parking lot	with Digital-Camouflage car hood	Change the racing car hood to Digital-Camouflage car hood	turn the racing car hood into Digital-Camouflage car hood	34,056
53	BMW	Destroyed	car hood	carhood	A full front facing view of BMW car at a parking lot	A full front facing view of Destroyed car at a parking lot	A full front facing view of BMW car with Destroyed car hood at a parking lot	A full front facing view of BMW car with Destroyed car hood at a parking lot	with Destroyed car hood	Change the BMW car hood to Destroyed car hood	turn the BMW car hood into Destroyed car hood	41,830
54	Porsche	Rusty	car hood	carhood	A full front facing view of Porsche car at a road	A full front facing view of Rusty car at a road	A full front facing view of Porsche car with Rusty car hood at a road	A full front facing view of Porsche car with Rusty car hood at a road	with Rusty car hood	Change the Porsche car hood to Rusty car hood	turn the Porsche car hood into Rusty car hood	7,341
55	Toyota	Graffiti	car hood	carhood	A full front facing view of Toyota car at a parking lot	A full front facing view of Graffiti car at a parking lot	A full front facing view of Toyota car with Graffiti car hood at a parking lot	A full front facing view of Toyota car with Graffiti car hood at a parking lot	with Graffiti car hood	Change the Toyota car hood to Graffiti car hood	turn the Toyota car hood into Graffiti car hood	72,747
56	leather	fabric	seat	chair	A closeup leather chair at a apartment	A closeup fabric chair at a apartment	A closeup leather chair with fabric seat at a apartment	A closeup leather chair with fabric seat at a apartment	with fabric seat	Change the leather seat to fabric seat	turn the leather seat into fabric seat	8,533
57	soft	plastic	seat	chair	A closeup soft chair at a photo studio	A closeup plastic chair at a photo studio	A closeup soft chair with plastic seat at a photo studio	A closeup soft chair with plastic seat at a photo studio	with plastic seat	Change the soft seat to plastic seat	turn the soft seat into plastic seat	60,484
58	folding	rusted	seat	chair	A closeup folding chair at a classroom	A closeup rusted chair at a classroom	A closeup folding chair with rusted seat at a classroom	A closeup folding chair with rusted seat at a classroom	with rusted seat	Change the folding seat to rusted seat	turn the folding seat into rusted seat	70,724
59	leather	wooden	seat	chair	A closeup leather chair at a classroom	A closeup wooden chair at a classroom	A closeup leather chair with wooden seat at a classroom	A closeup leather chair with wooden seat at a classroom	with wooden seat	Change the leather seat to wooden seat	turn the leather seat into wooden seat	1,607

Dataset Card for Dataset Name

This benchmark is part of PartEdit: Fine-Grained Image Editing using Pre-Trained Diffusion Models accepted in Siggraph 2025.

Dataset Details

Dataset Description

Small benchmark of part editin.

Curated by: Authors
Funded by [optional]: KAUST
Shared by [optional]: Authors
Language(s) (NLP): EN
License: creativeml-openrail-m

Dataset Sources [optional]

Repository: https://gorluxor.github.io/part-edit/
Paper [optional]: https://arxiv.org/abs/2502.04050
Demo [optional]: https://gorluxor.github.io/part-edit/

Annotation process

Using https://www.makesense.ai/ to annotate ground truth regions.

Bias, Risks, and Limitations

The generated images might contain biases from the underlying models.

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

BibTeX:

@misc{cvejic2025parteditfinegrainedimageediting,
      title={PartEdit: Fine-Grained Image Editing using Pre-Trained Diffusion Models}, 
      author={Aleksandar Cvejic and Abdelrahman Eldesokey and Peter Wonka},
      year={2025},
      eprint={2502.04050},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2502.04050}, 
}

APA:

Cvejic, A., Eldesokey, A., & Wonka, P. (2025). PartEdit: Fine-Grained Image Editing using Pre-Trained Diffusion Models. arXiv preprint arXiv:2502.04050.

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Size of the auto-converted Parquet files:

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