Datasets:

Modalities:
Tabular
Text
Formats:
parquet
ArXiv:
Libraries:
Datasets
Dask
are_different
bool
2 classes
best_image_uid
stringlengths
4
36
caption
stringlengths
1
1.6k
created_at
timestamp[ns]
has_label
bool
2 classes
image_0_uid
stringlengths
36
36
image_0_url
stringlengths
114
114
image_1_uid
stringlengths
36
36
image_1_url
stringlengths
114
114
jpg_0
unknown
jpg_1
unknown
label_0
float64
0
1
label_1
float64
0
1
model_0
stringclasses
5 values
model_1
stringclasses
5 values
ranking_id
int64
39.7k
860k
user_id
int64
1
7.18k
num_example_per_prompt
int64
1
2.58k
__index_level_0__
int64
0
17.8k
true
63b9f453-d3d6-4d6e-bca2-f6752fc8dd63
A panda bear as a mad scientist
2023-03-22T14:11:18.787000
true
63b9f453-d3d6-4d6e-bca2-f6752fc8dd63
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/63b9f453-d3d6-4d6e-bca2-f(...TRUNCATED)
bd5f4d7a-2a6c-4437-bacb-c1fa2173e256
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/bd5f4d7a-2a6c-4437-bacb-c(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
1
0
SDXL-BETA
SDXL-ALPHA
404,122
4,527
1,593
0
true
1ed66517-3b84-4104-9e84-56b267b9792d
photo of a bicycle, detailed, 8k uhd, dslr, high quality, film grain, Fujifilm XT3
2023-03-19T20:44:51.985000
true
39103e97-1126-43c3-b5e9-6fd3600bac40
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/39103e97-1126-43c3-b5e9-6(...TRUNCATED)
1ed66517-3b84-4104-9e84-56b267b9792d
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/1ed66517-3b84-4104-9e84-5(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
0
1
DP2.0
SDXL-BETA
233,157
1,698
33
1
false
97f21dbb-43ec-4e78-b789-5b3e8bb0a8de
female portrait photo
2023-03-06T14:34:51.781000
true
97f21dbb-43ec-4e78-b789-5b3e8bb0a8de
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/97f21dbb-43ec-4e78-b789-5(...TRUNCATED)
52cf107b-aa09-4250-9322-d7093f778d9f
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/52cf107b-aa09-4250-9322-d(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
1
0
SD2.1
SD2.1
70,788
1,698
99
2
true
f6b61748-60b3-40f0-abac-1f55671cc1ce
"A man with branches for arms and leaves for hair, insanely detailed, photorealistic, 8k, ultra high(...TRUNCATED)
2023-03-28T17:55:45.728000
true
f6b61748-60b3-40f0-abac-1f55671cc1ce
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/f6b61748-60b3-40f0-abac-1(...TRUNCATED)
8d814f24-4355-4247-aa35-931859e0a233
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/8d814f24-4355-4247-aa35-9(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
1
0
SDXL-ALPHA
SDXL-BETA
671,285
6,394
10
4
true
none
"Masterpiece, best quality, sand demons battle in an apocalyptic desert, wearing hide armor, The ima(...TRUNCATED)
2023-03-20T13:21:34.778000
false
6e4be13d-e2cc-4bc0-b562-0e0166d8149c
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/6e4be13d-e2cc-4bc0-b562-0(...TRUNCATED)
58498767-0484-4fd1-b26c-abfd8a0aff1e
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/58498767-0484-4fd1-b26c-a(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
0.5
0.5
DP2.0
SDXL-ALPHA
245,967
2,508
17
5
true
b21c532a-1354-4dfb-aad4-70f4d12ffc50
"The physical embodiment of Death riding a supernatural horse, macabre, creepy, grotesque, horror vi(...TRUNCATED)
2023-04-11T18:31:04.728000
true
75d8cca5-9eb4-406a-870a-d888ad2b5b98
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/75d8cca5-9eb4-406a-870a-d(...TRUNCATED)
b21c532a-1354-4dfb-aad4-70f4d12ffc50
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/b21c532a-1354-4dfb-aad4-7(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
0
1
SDXL-BETA-3
DP2.0
853,621
6,394
5
6
false
a93fb7a9-840a-48b1-a6ff-f50335b42286
Alexander the great, cover art, colorful
2023-03-22T08:09:37.546000
true
a74603f7-ec16-45e2-a2b8-7aaa6d03c88e
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/a74603f7-ec16-45e2-a2b8-7(...TRUNCATED)
a93fb7a9-840a-48b1-a6ff-f50335b42286
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/a93fb7a9-840a-48b1-a6ff-f(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
0
1
DP2.0
DP2.0
376,721
4,764
81
7
true
715862fc-fa88-46c3-a08c-49fd0d6603bb
, fantasy, pastel, absurdist, photo, refined, synergy
2023-02-26T05:19:12.646000
true
e405d161-77c8-4526-a404-53ed2b5bc8fa
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/e405d161-77c8-4526-a404-5(...TRUNCATED)
715862fc-fa88-46c3-a08c-49fd0d6603bb
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/715862fc-fa88-46c3-a08c-4(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
0
1
SD2.1
DP2.0
56,591
1,411
10
8
false
aca32bcd-7797-4856-ac39-3589053db466
"A galactic eldritch squid towering over the planet Earth, stars, galaxies and nebulas in the backgr(...TRUNCATED)
2023-03-25T00:47:45.414000
true
aca32bcd-7797-4856-ac39-3589053db466
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/aca32bcd-7797-4856-ac39-3(...TRUNCATED)
8998d5a8-d0ca-4dcf-a634-1362604863d4
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/8998d5a8-d0ca-4dcf-a634-1(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
1
0
SDXL-ALPHA
SDXL-ALPHA
557,355
5,684
44
9
false
2a548e30-825c-4ca7-b184-ed4f375dfd69
"fantasy landscape painting of a river valley, mountainous terrain during a autumn season, fantasy a(...TRUNCATED)
2023-03-12T01:37:59.879000
true
2a548e30-825c-4ca7-b184-ed4f375dfd69
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/2a548e30-825c-4ca7-b184-e(...TRUNCATED)
ed225a5a-bae4-46a6-99b0-13f6dd8e424a
"https://text-to-image-human-preferences.s3.us-east-2.amazonaws.com/images/ed225a5a-bae4-46a6-99b0-1(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
1
0
DP2.0
DP2.0
172,299
1,946
84
10

Dataset Card for Pick-a-Pic (v1)

Dataset Summary

The Pick-a-Pic dataset was collected with the Pick-a-Pic web app and contains over half-a-million examples of human preferences over model-generated images. This dataset with URLs instead of the actual images (which makes it much smaller in size) can be found here.

See the corresponding paper Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation for more details.

If you want to download this dataset with URLs instead of images to save space, please see this version of the dataset.

Supported Tasks and Leaderboards

Task: Select preferred image in test-set.

Models Test-Set Accuracy (%)
PickScore 70.2%
Human Expert Baseline 68.0%
HPS 66.7%
ImageReward 61.1%
CLIP-H 60.8%
Aesthetics 56.8%

Data Splits

The dataset has three main splits: train, validation, validation_unique (with one example per prompt), test, and test_unique.

Citation Information

If you find this work useful, please cite:

@inproceedings{Kirstain2023PickaPicAO,
  title={Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation},
  author={Yuval Kirstain and Adam Polyak and Uriel Singer and Shahbuland Matiana and Joe Penna and Omer Levy},
  year={2023}
}

LICENSE

MIT License

Copyright (c) 2021

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Downloads last month
1,920

Models trained or fine-tuned on yuvalkirstain/pickapic_v1