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72k
| x
images listlengths 10
10
| floor_hue
class label 10
classes | wall_hue
class label 10
classes | object_hue
class label 10
classes | shape
class label 4
classes | scale_dynamic
class label 6
classes | orientation_dynamic
class label 3
classes |
|---|---|---|---|---|---|---|---|
9,411
| 10.1
| 30.3
| 00.0
| 2sphere
| 5alternating_small_big
| 0counterclockwise
|
|
36,399
| 50.5
| 00.0
| 50.5
| 2sphere
| 1decreasing_1x
| 0counterclockwise
|
|
33,117
| 40.4
| 50.5
| 90.9
| 3capsule
| 5alternating_small_big
| 0counterclockwise
|
|
47,801
| 60.6
| 60.6
| 30.3
| 3capsule
| 3decreasing_2x
| 2clockwise
|
|
34,383
| 40.4
| 70.7
| 70.7
| 2sphere
| 1decreasing_1x
| 0counterclockwise
|
|
27,452
| 30.3
| 80.8
| 10.1
| 1cylinder
| 0increasing_1x
| 2clockwise
|
|
56,062
| 70.7
| 70.7
| 80.8
| 2sphere
| 3decreasing_2x
| 1static
|
|
40,459
| 50.5
| 60.6
| 10.1
| 3capsule
| 4alternating_big_small
| 1static
|
|
10,188
| 10.1
| 40.4
| 10.1
| 2sphere
| 0increasing_1x
| 0counterclockwise
|
|
42,883
| 50.5
| 90.9
| 50.5
| 2sphere
| 2increasing_2x
| 1static
|
|
46,126
| 60.6
| 40.4
| 00.0
| 2sphere
| 3decreasing_2x
| 1static
|
|
39,398
| 50.5
| 40.4
| 70.7
| 0cube
| 4alternating_big_small
| 2clockwise
|
|
62,893
| 80.8
| 70.7
| 30.3
| 2sphere
| 0increasing_1x
| 1static
|
|
49,683
| 60.6
| 90.9
| 00.0
| 0cube
| 1decreasing_1x
| 0counterclockwise
|
|
36,401
| 50.5
| 00.0
| 50.5
| 2sphere
| 1decreasing_1x
| 2clockwise
|
|
57,055
| 70.7
| 90.9
| 20.2
| 1cylinder
| 4alternating_big_small
| 1static
|
|
21,659
| 30.3
| 00.0
| 00.0
| 3capsule
| 1decreasing_1x
| 2clockwise
|
|
28,343
| 30.3
| 90.9
| 30.3
| 2sphere
| 3decreasing_2x
| 2clockwise
|
|
58,182
| 80.8
| 00.0
| 80.8
| 0cube
| 2increasing_2x
| 0counterclockwise
|
|
58,094
| 80.8
| 00.0
| 60.6
| 3capsule
| 2increasing_2x
| 2clockwise
|
|
16,086
| 20.2
| 20.2
| 30.3
| 1cylinder
| 4alternating_big_small
| 0counterclockwise
|
|
66,998
| 90.9
| 30.3
| 00.0
| 2sphere
| 0increasing_1x
| 2clockwise
|
|
32,073
| 40.4
| 40.4
| 50.5
| 1cylinder
| 5alternating_small_big
| 0counterclockwise
|
|
67,099
| 90.9
| 30.3
| 10.1
| 3capsule
| 4alternating_big_small
| 1static
|
|
58,152
| 80.8
| 00.0
| 70.7
| 2sphere
| 4alternating_big_small
| 0counterclockwise
|
|
65,829
| 90.9
| 10.1
| 40.4
| 1cylinder
| 1decreasing_1x
| 0counterclockwise
|
|
35,667
| 40.4
| 90.9
| 50.5
| 1cylinder
| 3decreasing_2x
| 0counterclockwise
|
|
4,803
| 00.0
| 60.6
| 60.6
| 2sphere
| 5alternating_small_big
| 0counterclockwise
|
|
954
| 00.0
| 10.1
| 30.3
| 1cylinder
| 0increasing_1x
| 0counterclockwise
|
|
9,330
| 10.1
| 20.2
| 90.9
| 2sphere
| 2increasing_2x
| 0counterclockwise
|
|
17,645
| 20.2
| 40.4
| 50.5
| 0cube
| 1decreasing_1x
| 2clockwise
|
|
47,291
| 60.6
| 50.5
| 60.6
| 3capsule
| 1decreasing_1x
| 2clockwise
|
|
40,152
| 50.5
| 50.5
| 70.7
| 2sphere
| 4alternating_big_small
| 0counterclockwise
|
|
51,427
| 70.7
| 10.1
| 40.4
| 1cylinder
| 0increasing_1x
| 1static
|
|
36,687
| 50.5
| 00.0
| 90.9
| 2sphere
| 1decreasing_1x
| 0counterclockwise
|
|
33,992
| 40.4
| 70.7
| 20.2
| 0cube
| 2increasing_2x
| 2clockwise
|
|
31,603
| 40.4
| 30.3
| 80.8
| 3capsule
| 4alternating_big_small
| 1static
|
|
22,101
| 30.3
| 00.0
| 60.6
| 3capsule
| 5alternating_small_big
| 0counterclockwise
|
|
435
| 00.0
| 00.0
| 60.6
| 0cube
| 1decreasing_1x
| 0counterclockwise
|
|
52,527
| 70.7
| 20.2
| 90.9
| 2sphere
| 1decreasing_1x
| 0counterclockwise
|
|
32,365
| 40.4
| 40.4
| 90.9
| 2sphere
| 0increasing_1x
| 1static
|
|
42,901
| 50.5
| 90.9
| 50.5
| 3capsule
| 2increasing_2x
| 1static
|
|
55,240
| 70.7
| 60.6
| 70.7
| 0cube
| 5alternating_small_big
| 1static
|
|
5,660
| 00.0
| 70.7
| 80.8
| 2sphere
| 2increasing_2x
| 2clockwise
|
|
19,883
| 20.2
| 70.7
| 60.6
| 0cube
| 3decreasing_2x
| 2clockwise
|
|
40,035
| 50.5
| 50.5
| 60.6
| 0cube
| 1decreasing_1x
| 0counterclockwise
|
|
40,018
| 50.5
| 50.5
| 50.5
| 3capsule
| 1decreasing_1x
| 1static
|
|
62,083
| 80.8
| 60.6
| 20.2
| 1cylinder
| 0increasing_1x
| 1static
|
|
5,157
| 00.0
| 70.7
| 10.1
| 2sphere
| 3decreasing_2x
| 0counterclockwise
|
|
57,125
| 70.7
| 90.9
| 30.3
| 1cylinder
| 3decreasing_2x
| 2clockwise
|
|
43,055
| 50.5
| 90.9
| 70.7
| 3capsule
| 5alternating_small_big
| 2clockwise
|
|
8,669
| 10.1
| 20.2
| 00.0
| 1cylinder
| 3decreasing_2x
| 2clockwise
|
|
67,518
| 90.9
| 30.3
| 70.7
| 3capsule
| 0increasing_1x
| 0counterclockwise
|
|
63,502
| 80.8
| 80.8
| 10.1
| 3capsule
| 5alternating_small_big
| 1static
|
|
17,485
| 20.2
| 40.4
| 20.2
| 3capsule
| 2increasing_2x
| 1static
|
|
71,899
| 90.9
| 90.9
| 80.8
| 2sphere
| 2increasing_2x
| 1static
|
|
55,754
| 70.7
| 70.7
| 40.4
| 1cylinder
| 2increasing_2x
| 2clockwise
|
|
63,439
| 80.8
| 80.8
| 10.1
| 0cube
| 2increasing_2x
| 1static
|
|
54,035
| 70.7
| 50.5
| 00.0
| 1cylinder
| 5alternating_small_big
| 2clockwise
|
|
49,275
| 60.6
| 80.8
| 40.4
| 1cylinder
| 3decreasing_2x
| 0counterclockwise
|
|
55,319
| 70.7
| 60.6
| 80.8
| 1cylinder
| 1decreasing_1x
| 2clockwise
|
|
48,257
| 60.6
| 70.7
| 00.0
| 0cube
| 5alternating_small_big
| 2clockwise
|
|
6,489
| 00.0
| 90.9
| 00.0
| 0cube
| 3decreasing_2x
| 0counterclockwise
|
|
39,584
| 50.5
| 40.4
| 90.9
| 3capsule
| 0increasing_1x
| 2clockwise
|
|
31,661
| 40.4
| 30.3
| 90.9
| 2sphere
| 5alternating_small_big
| 2clockwise
|
|
55,369
| 70.7
| 60.6
| 90.9
| 0cube
| 0increasing_1x
| 1static
|
|
24,087
| 30.3
| 30.3
| 40.4
| 2sphere
| 1decreasing_1x
| 0counterclockwise
|
|
50,330
| 60.6
| 90.9
| 90.9
| 0cube
| 0increasing_1x
| 2clockwise
|
|
5,948
| 00.0
| 80.8
| 20.2
| 2sphere
| 2increasing_2x
| 2clockwise
|
|
63,255
| 80.8
| 70.7
| 80.8
| 2sphere
| 1decreasing_1x
| 0counterclockwise
|
|
193
| 00.0
| 00.0
| 20.2
| 2sphere
| 4alternating_big_small
| 1static
|
|
55,764
| 70.7
| 70.7
| 40.4
| 2sphere
| 0increasing_1x
| 0counterclockwise
|
|
66,330
| 90.9
| 20.2
| 10.1
| 1cylinder
| 0increasing_1x
| 0counterclockwise
|
|
26,894
| 30.3
| 70.7
| 30.3
| 2sphere
| 0increasing_1x
| 2clockwise
|
|
51,855
| 70.7
| 20.2
| 00.0
| 0cube
| 5alternating_small_big
| 0counterclockwise
|
|
909
| 00.0
| 10.1
| 20.2
| 2sphere
| 3decreasing_2x
| 0counterclockwise
|
|
4,928
| 00.0
| 60.6
| 80.8
| 1cylinder
| 4alternating_big_small
| 2clockwise
|
|
61,074
| 80.8
| 40.4
| 80.8
| 1cylinder
| 0increasing_1x
| 0counterclockwise
|
|
39,103
| 50.5
| 40.4
| 30.3
| 0cube
| 2increasing_2x
| 1static
|
|
54,825
| 70.7
| 60.6
| 10.1
| 1cylinder
| 5alternating_small_big
| 0counterclockwise
|
|
1,133
| 00.0
| 10.1
| 50.5
| 2sphere
| 5alternating_small_big
| 2clockwise
|
|
2,616
| 00.0
| 30.3
| 60.6
| 1cylinder
| 2increasing_2x
| 0counterclockwise
|
|
53,482
| 70.7
| 40.4
| 20.2
| 3capsule
| 1decreasing_1x
| 1static
|
|
55,356
| 70.7
| 60.6
| 80.8
| 3capsule
| 2increasing_2x
| 0counterclockwise
|
|
23,558
| 30.3
| 20.2
| 70.7
| 0cube
| 4alternating_big_small
| 2clockwise
|
|
27,161
| 30.3
| 70.7
| 70.7
| 0cube
| 5alternating_small_big
| 2clockwise
|
|
4,586
| 00.0
| 60.6
| 30.3
| 2sphere
| 4alternating_big_small
| 2clockwise
|
|
59,549
| 80.8
| 20.2
| 70.7
| 0cube
| 1decreasing_1x
| 2clockwise
|
|
11,520
| 10.1
| 60.6
| 00.0
| 0cube
| 0increasing_1x
| 0counterclockwise
|
|
8,556
| 10.1
| 10.1
| 80.8
| 3capsule
| 2increasing_2x
| 0counterclockwise
|
|
50,960
| 70.7
| 00.0
| 70.7
| 3capsule
| 0increasing_1x
| 2clockwise
|
|
39,252
| 50.5
| 40.4
| 50.5
| 0cube
| 4alternating_big_small
| 0counterclockwise
|
|
19,673
| 20.2
| 70.7
| 30.3
| 0cube
| 5alternating_small_big
| 2clockwise
|
|
58,578
| 80.8
| 10.1
| 30.3
| 2sphere
| 2increasing_2x
| 0counterclockwise
|
|
27,653
| 30.3
| 80.8
| 40.4
| 0cube
| 1decreasing_1x
| 2clockwise
|
|
18,501
| 20.2
| 50.5
| 60.6
| 3capsule
| 5alternating_small_big
| 0counterclockwise
|
|
51,307
| 70.7
| 10.1
| 20.2
| 2sphere
| 2increasing_2x
| 1static
|
|
48,402
| 60.6
| 70.7
| 20.2
| 1cylinder
| 0increasing_1x
| 0counterclockwise
|
|
46,591
| 60.6
| 40.4
| 70.7
| 0cube
| 2increasing_2x
| 1static
|
|
58,678
| 80.8
| 10.1
| 40.4
| 3capsule
| 5alternating_small_big
| 1static
|
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in Data Studio
MSD Shapes3D Dataset Attribution
The Multi-factor Sequential Disentanglement benchmark includes a modified variant of the 3D Shapes dataset, adapted to support sequential multi-factor disentanglement.
In this setup, the floor hue, wall hue, object hue, and shape are static, while the scale and orientation change over time.
- Original repository:
https://github.com/deepmind/3d-shapes
@misc{3dshapes18,
title={3D Shapes Dataset},
author={Burgess, Chris and Kim, Hyunjik},
howpublished={https://github.com/deepmind/3dshapes-dataset/},
year={2018}
}
⚠ Note: The 3D Shapes dataset is released under the Apache License 2.0. We redistribute it here solely for non-commercial research purposes, following the original publication. Please cite the above paper when using this dataset in your work.
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