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int32 2
31.1k
| x
images listlengths 16
16
| color
class label 9
classes | shape
class label 3
classes | posX
class label 8
classes | posY
class label 8
classes | scale_dynamic
class label 6
classes | orientation_dynamic
class label 3
classes |
|---|---|---|---|---|---|---|---|
24,005
| 6DodgerBlue
| 2heart
| 60.83871
| 50.70968
| 3decreasing_2x
| 2clockwise
|
|
22,358
| 6DodgerBlue
| 1ellipse
| 30.45161
| 20.32258
| 0increasing_1x
| 2clockwise
|
|
9,295
| 2Yellow
| 2heart
| 00.06452
| 40.58065
| 2increasing_2x
| 1static
|
|
27,293
| 7DeepPink
| 2heart
| 50.70968
| 40.58065
| 1decreasing_1x
| 2clockwise
|
|
5,809
| 1OrangeRed
| 2heart
| 00.06452
| 20.32258
| 4increasing_3x
| 1static
|
|
22,520
| 6DodgerBlue
| 1ellipse
| 40.58065
| 30.45161
| 0increasing_1x
| 2clockwise
|
|
7,430
| 2Yellow
| 0square
| 30.45161
| 40.58065
| 4increasing_3x
| 2clockwise
|
|
11,394
| 3SpringGreen
| 0square
| 70.96774
| 10.19355
| 0increasing_1x
| 0counterclockwise
|
|
13,981
| 4Cyan
| 0square
| 10.19355
| 00.06452
| 4increasing_3x
| 1static
|
|
8,394
| 2Yellow
| 1ellipse
| 20.32258
| 20.32258
| 2increasing_2x
| 0counterclockwise
|
|
9,087
| 2Yellow
| 1ellipse
| 70.96774
| 00.06452
| 5decreasing_3x
| 0counterclockwise
|
|
13,210
| 3SpringGreen
| 2heart
| 30.45161
| 50.70968
| 5decreasing_3x
| 1static
|
|
28,100
| 8NavajoWhite
| 0square
| 30.45161
| 10.19355
| 0increasing_1x
| 2clockwise
|
|
16,265
| 4Cyan
| 2heart
| 00.06452
| 70.96774
| 3decreasing_2x
| 2clockwise
|
|
4,455
| 1OrangeRed
| 0square
| 60.83871
| 70.96774
| 3decreasing_2x
| 0counterclockwise
|
|
17,572
| 5Purple
| 0square
| 20.32258
| 00.06452
| 1decreasing_1x
| 1static
|
|
20,173
| 5Purple
| 2heart
| 40.58065
| 00.06452
| 4increasing_3x
| 1static
|
|
19,661
| 5Purple
| 2heart
| 00.06452
| 40.58065
| 1decreasing_1x
| 2clockwise
|
|
24,367
| 7DeepPink
| 0square
| 10.19355
| 10.19355
| 4increasing_3x
| 1static
|
|
10,890
| 3SpringGreen
| 0square
| 30.45161
| 50.70968
| 0increasing_1x
| 0counterclockwise
|
|
23,305
| 6DodgerBlue
| 2heart
| 10.19355
| 60.83871
| 4increasing_3x
| 1static
|
|
30,527
| 8NavajoWhite
| 2heart
| 30.45161
| 70.96774
| 5decreasing_3x
| 2clockwise
|
|
9,793
| 2Yellow
| 2heart
| 40.58065
| 00.06452
| 0increasing_1x
| 1static
|
|
22,629
| 6DodgerBlue
| 1ellipse
| 50.70968
| 10.19355
| 1decreasing_1x
| 0counterclockwise
|
|
407
| 0DarkSlateGray
| 0square
| 20.32258
| 60.83871
| 3decreasing_2x
| 2clockwise
|
|
23,180
| 6DodgerBlue
| 2heart
| 00.06452
| 70.96774
| 4increasing_3x
| 2clockwise
|
|
12,530
| 3SpringGreen
| 1ellipse
| 70.96774
| 00.06452
| 0increasing_1x
| 2clockwise
|
|
13,648
| 3SpringGreen
| 2heart
| 60.83871
| 60.83871
| 1decreasing_1x
| 1static
|
|
11,195
| 3SpringGreen
| 0square
| 50.70968
| 50.70968
| 5decreasing_3x
| 2clockwise
|
|
27,130
| 7DeepPink
| 2heart
| 40.58065
| 30.45161
| 1decreasing_1x
| 1static
|
|
22,116
| 6DodgerBlue
| 1ellipse
| 10.19355
| 40.58065
| 4increasing_3x
| 0counterclockwise
|
|
5,749
| 1OrangeRed
| 1ellipse
| 70.96774
| 70.96774
| 2increasing_2x
| 1static
|
|
21,366
| 6DodgerBlue
| 0square
| 40.58065
| 30.45161
| 0increasing_1x
| 0counterclockwise
|
|
6,170
| 1OrangeRed
| 2heart
| 20.32258
| 60.83871
| 4increasing_3x
| 2clockwise
|
|
17,637
| 5Purple
| 0square
| 20.32258
| 30.45161
| 5decreasing_3x
| 0counterclockwise
|
|
17,748
| 5Purple
| 0square
| 30.45161
| 20.32258
| 0increasing_1x
| 0counterclockwise
|
|
23,696
| 6DodgerBlue
| 2heart
| 40.58065
| 40.58065
| 2increasing_2x
| 2clockwise
|
|
26,270
| 7DeepPink
| 1ellipse
| 60.83871
| 30.45161
| 2increasing_2x
| 2clockwise
|
|
2,391
| 0DarkSlateGray
| 2heart
| 00.06452
| 40.58065
| 5decreasing_3x
| 0counterclockwise
|
|
29,458
| 8NavajoWhite
| 1ellipse
| 40.58065
| 40.58065
| 3decreasing_2x
| 1static
|
|
5,192
| 1OrangeRed
| 1ellipse
| 40.58065
| 00.06452
| 2increasing_2x
| 2clockwise
|
|
10,900
| 3SpringGreen
| 0square
| 30.45161
| 50.70968
| 3decreasing_2x
| 1static
|
|
1,179
| 0DarkSlateGray
| 1ellipse
| 00.06452
| 10.19355
| 3decreasing_2x
| 0counterclockwise
|
|
22,921
| 6DodgerBlue
| 1ellipse
| 70.96774
| 10.19355
| 2increasing_2x
| 1static
|
|
1,743
| 0DarkSlateGray
| 1ellipse
| 40.58065
| 00.06452
| 5decreasing_3x
| 0counterclockwise
|
|
11,116
| 3SpringGreen
| 0square
| 50.70968
| 10.19355
| 3decreasing_2x
| 1static
|
|
5,552
| 1OrangeRed
| 1ellipse
| 60.83871
| 40.58065
| 2increasing_2x
| 2clockwise
|
|
20,093
| 5Purple
| 2heart
| 30.45161
| 40.58065
| 1decreasing_1x
| 2clockwise
|
|
29,769
| 8NavajoWhite
| 1ellipse
| 60.83871
| 50.70968
| 5decreasing_3x
| 0counterclockwise
|
|
19,527
| 5Purple
| 1ellipse
| 70.96774
| 40.58065
| 5decreasing_3x
| 0counterclockwise
|
|
4,507
| 1OrangeRed
| 0square
| 70.96774
| 20.32258
| 2increasing_2x
| 1static
|
|
23,983
| 6DodgerBlue
| 2heart
| 60.83871
| 40.58065
| 2increasing_2x
| 1static
|
|
18,038
| 5Purple
| 0square
| 50.70968
| 20.32258
| 0increasing_1x
| 2clockwise
|
|
29,193
| 8NavajoWhite
| 1ellipse
| 20.32258
| 50.70968
| 5decreasing_3x
| 0counterclockwise
|
|
18,900
| 5Purple
| 1ellipse
| 30.45161
| 20.32258
| 0increasing_1x
| 0counterclockwise
|
|
31,005
| 8NavajoWhite
| 2heart
| 70.96774
| 20.32258
| 3decreasing_2x
| 0counterclockwise
|
|
10,035
| 2Yellow
| 2heart
| 50.70968
| 50.70968
| 3decreasing_2x
| 0counterclockwise
|
|
25,711
| 7DeepPink
| 1ellipse
| 20.32258
| 40.58065
| 2increasing_2x
| 1static
|
|
3,859
| 1OrangeRed
| 0square
| 20.32258
| 60.83871
| 2increasing_2x
| 1static
|
|
27,369
| 7DeepPink
| 2heart
| 60.83871
| 00.06452
| 3decreasing_2x
| 0counterclockwise
|
|
29,176
| 8NavajoWhite
| 1ellipse
| 20.32258
| 40.58065
| 5decreasing_3x
| 1static
|
|
22,383
| 6DodgerBlue
| 1ellipse
| 30.45161
| 30.45161
| 3decreasing_2x
| 0counterclockwise
|
|
26,180
| 7DeepPink
| 1ellipse
| 50.70968
| 60.83871
| 2increasing_2x
| 2clockwise
|
|
8,778
| 2Yellow
| 1ellipse
| 40.58065
| 70.96774
| 4increasing_3x
| 0counterclockwise
|
|
4,175
| 1OrangeRed
| 0square
| 40.58065
| 70.96774
| 5decreasing_3x
| 2clockwise
|
|
15,320
| 4Cyan
| 1ellipse
| 20.32258
| 30.45161
| 0increasing_1x
| 2clockwise
|
|
28,337
| 8NavajoWhite
| 0square
| 40.58065
| 60.83871
| 1decreasing_1x
| 2clockwise
|
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in Data Studio
MSD dSprites-Static Dataset Attribution
The Multi-factor Sequential Disentanglement benchmark includes a modified variant of the dSprites dataset, adapted to support sequential multi-factor disentanglement.
In this modified sequential version, the object's color, shape, and position are fixed, while its scale and orientation change over time.
- Original repository: https://github.com/deepmind/dsprites-dataset
@misc{dsprites17,
author = {Loic Matthey and Irina Higgins and Demis Hassabis and Alexander Lerchner},
title = {dSprites: Disentanglement testing Sprites dataset},
howpublished= {https://github.com/deepmind/dsprites-dataset/},
year = "2017",
}
⚠ Note: The dSprites dataset is licensed under the Apache License 2.0. We redistribute it here solely for non-commercial research purposes, following the original license terms. Please cite the above when using this dataset in your work.
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