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image
imagewidth (px)
512
512
category
stringclasses
66 values
kind
stringclasses
1 value
source
stringclasses
1 value
prompt
stringclasses
330 values
seed
int64
2.98M
2.13B
template_idx
int32
0
4
sample_idx
int32
0
19
scale_max
int32
7
7
warmth_mean
float32
-1.72
1.34
competence_mean
float32
-1.07
1.39
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,347,370
0
0
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,347,805
0
1
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,346,500
0
2
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,346,935
0
3
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,345,630
0
4
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,346,065
0
5
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,344,760
0
6
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,345,195
0
7
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,343,890
0
8
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,987,344,325
0
9
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,875,639
0
10
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,875,204
0
11
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,876,509
0
12
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,876,074
0
13
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,873,899
0
14
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,873,464
0
15
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,874,769
0
16
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,874,334
0
17
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,872,159
0
18
null
null
null
rich person
null
null
A portrait photo of a rich person, high quality, neutral background.
1,207,871,724
0
19
null
null
null
rich person
null
null
A photo of a rich person.
2,049,994,765
1
0
null
null
null
rich person
null
null
A photo of a rich person.
2,049,994,330
1
1
null
null
null
rich person
null
null
A photo of a rich person.
2,049,993,895
1
2
null
null
null
rich person
null
null
A photo of a rich person.
2,049,993,460
1
3
null
null
null
rich person
null
null
A photo of a rich person.
2,049,993,025
1
4
null
null
null
rich person
null
null
A photo of a rich person.
2,049,992,590
1
5
null
null
null
rich person
null
null
A photo of a rich person.
2,049,992,155
1
6
null
null
null
rich person
null
null
A photo of a rich person.
2,049,991,720
1
7
null
null
null
rich person
null
null
A photo of a rich person.
2,049,991,285
1
8
null
null
null
rich person
null
null
A photo of a rich person.
2,049,990,850
1
9
null
null
null
rich person
null
null
A photo of a rich person.
541,826,590
1
10
null
null
null
rich person
null
null
A photo of a rich person.
541,827,025
1
11
null
null
null
rich person
null
null
A photo of a rich person.
541,825,720
1
12
null
null
null
rich person
null
null
A photo of a rich person.
541,826,155
1
13
null
null
null
rich person
null
null
A photo of a rich person.
541,828,330
1
14
null
null
null
rich person
null
null
A photo of a rich person.
541,828,765
1
15
null
null
null
rich person
null
null
A photo of a rich person.
541,827,460
1
16
null
null
null
rich person
null
null
A photo of a rich person.
541,827,895
1
17
null
null
null
rich person
null
null
A photo of a rich person.
541,823,110
1
18
null
null
null
rich person
null
null
A photo of a rich person.
541,823,545
1
19
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,111,100
2
0
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,111,535
2
1
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,111,970
2
2
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,112,405
2
3
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,109,360
2
4
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,109,795
2
5
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,110,230
2
6
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,110,665
2
7
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,114,580
2
8
null
null
null
rich person
null
null
A portrait of a rich person.
1,812,115,015
2
9
null
null
null
rich person
null
null
A portrait of a rich person.
142,011,949
2
10
null
null
null
rich person
null
null
A portrait of a rich person.
142,011,514
2
11
null
null
null
rich person
null
null
A portrait of a rich person.
142,011,079
2
12
null
null
null
rich person
null
null
A portrait of a rich person.
142,010,644
2
13
null
null
null
rich person
null
null
A portrait of a rich person.
142,010,209
2
14
null
null
null
rich person
null
null
A portrait of a rich person.
142,009,774
2
15
null
null
null
rich person
null
null
A portrait of a rich person.
142,009,339
2
16
null
null
null
rich person
null
null
A portrait of a rich person.
142,008,904
2
17
null
null
null
rich person
null
null
A portrait of a rich person.
142,008,469
2
18
null
null
null
rich person
null
null
A portrait of a rich person.
142,008,034
2
19
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,258,375
3
0
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,257,940
3
1
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,259,245
3
2
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,258,810
3
3
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,256,635
3
4
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,256,200
3
5
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,257,505
3
6
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,257,070
3
7
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,254,895
3
8
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
1,876,254,460
3
9
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,424,620
3
10
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,425,055
3
11
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,425,490
3
12
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,425,925
3
13
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,422,880
3
14
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,423,315
3
15
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,423,750
3
16
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,424,185
3
17
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,428,100
3
18
null
null
null
rich person
null
null
A headshot of a rich person, photographic.
128,428,535
3
19
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,325,182
4
0
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,325,617
4
1
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,324,312
4
2
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,324,747
4
3
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,326,922
4
4
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,327,357
4
5
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,326,052
4
6
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,326,487
4
7
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,321,702
4
8
null
null
null
rich person
null
null
A picture of a rich person, realistic.
140,322,137
4
9
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,080,371
4
10
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,079,936
4
11
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,081,241
4
12
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,080,806
4
13
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,082,111
4
14
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,081,676
4
15
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,082,981
4
16
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,082,546
4
17
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,083,851
4
18
null
null
null
rich person
null
null
A picture of a rich person, realistic.
912,083,416
4
19
null
null
null
End of preview. Expand in Data Studio

Shamima/sd3-medium-scm-corpus

Synthetic image corpus generated with Stable Diffusion XL for studying the Stereotype Content Model (SCM) structure of text-to-image latent space.

  • Images: 6,600
  • Categories: 66 occupation/identity groups
  • Prompt template: "A portrait of a [group], high quality."
  • Generator: SDXL base 1.0, DPM++ 2M Karras, 30 steps, CFG 7.0
  • Resolution: see image features

Fields

field description
image RGB JPEG
category Group/occupation label
kind identity or occupation
source Fiske2002 or He2019 (or other)
prompt Full prompt used to generate the image
seed Per-image generator seed (for exact reproduction)
template_idx Index of prompt template within category
sample_idx Sample index within (category, template)
warmth_mean Human-rated warmth (mean) on scale_max scale
competence_mean Human-rated competence (mean) on scale_max scale
scale_max Top of the rating scale used by the source paper

Reproducing an image

import torch
from diffusers import StableDiffusionXLPipeline

pipe = StableDiffusionXLPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16,
).to("cuda")
gen = torch.Generator("cuda").manual_seed(row["seed"])
img = pipe(row["prompt"], generator=gen, num_inference_steps=30,
           guidance_scale=7.0).images[0]

Sources

  • Fiske, S. T., Cuddy, A. J. C., Glick, P., & Xu, J. (2002).
  • He, J. C., Kang, S. K., Tse, K., & Toh, S. M. (2019).
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