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id int32 2 29.2k | x images listlengths 12 12 | color class label 9 classes | shape class label 3 classes | scale class label 6 classes | orientation class label 5 classes | posX_dynamic class label 6 classes | posY_dynamic class label 6 classes |
|---|---|---|---|---|---|---|---|
9,736 | 3SpringGreen | 0square | 00.5 | 00.0 | 2right_2x | 4mid_down | |
11,836 | 3SpringGreen | 1ellipse | 51.0 | 30.96664 | 4mid_right | 4mid_down | |
15,769 | 4Cyan | 2heart | 30.8 | 30.96664 | 0right_1x | 1up_1x | |
12,516 | 3SpringGreen | 2heart | 30.8 | 20.64443 | 4mid_right | 0down_1x | |
26,847 | 8NavajoWhite | 0square | 51.0 | 00.0 | 4mid_right | 3up_2x | |
3,325 | 1OrangeRed | 0square | 00.5 | 20.64443 | 2right_2x | 1up_1x | |
28,606 | 8NavajoWhite | 2heart | 20.7 | 41.28886 | 3left_2x | 4mid_down | |
293 | 0DarkSlateGray | 0square | 10.6 | 30.96664 | 0right_1x | 5mid_up | |
25,506 | 7DeepPink | 2heart | 30.8 | 30.96664 | 3left_2x | 0down_1x | |
5,462 | 1OrangeRed | 2heart | 00.5 | 10.32221 | 4mid_right | 2down_2x | |
712 | 0DarkSlateGray | 0square | 30.8 | 41.28886 | 4mid_right | 4mid_down | |
11,646 | 3SpringGreen | 1ellipse | 40.9 | 30.96664 | 3left_2x | 0down_1x | |
10,590 | 3SpringGreen | 0square | 40.9 | 41.28886 | 1left_1x | 0down_1x | |
21,785 | 6DodgerBlue | 2heart | 10.6 | 00.0 | 0right_1x | 5mid_up | |
22,364 | 6DodgerBlue | 2heart | 40.9 | 10.32221 | 1left_1x | 2down_2x | |
7,629 | 2Yellow | 1ellipse | 00.5 | 10.32221 | 5mid_left | 3up_2x | |
11,187 | 3SpringGreen | 1ellipse | 20.7 | 00.0 | 4mid_right | 3up_2x | |
15,841 | 4Cyan | 2heart | 40.9 | 00.0 | 0right_1x | 1up_1x | |
7,655 | 2Yellow | 1ellipse | 00.5 | 20.64443 | 3left_2x | 5mid_up | |
24,415 | 7DeepPink | 1ellipse | 30.8 | 30.96664 | 1left_1x | 1up_1x | |
27,018 | 8NavajoWhite | 1ellipse | 00.5 | 00.0 | 3left_2x | 0down_1x | |
15,150 | 4Cyan | 2heart | 00.5 | 00.0 | 5mid_left | 0down_1x | |
29,097 | 8NavajoWhite | 2heart | 51.0 | 30.96664 | 1left_1x | 3up_2x | |
18,177 | 5Purple | 1ellipse | 40.9 | 41.28886 | 5mid_left | 3up_2x | |
5,283 | 1OrangeRed | 1ellipse | 51.0 | 10.32221 | 4mid_right | 3up_2x | |
26,363 | 8NavajoWhite | 0square | 20.7 | 20.64443 | 1left_1x | 5mid_up | |
25,565 | 7DeepPink | 2heart | 40.9 | 00.0 | 0right_1x | 5mid_up | |
15,119 | 4Cyan | 1ellipse | 51.0 | 41.28886 | 5mid_left | 5mid_up | |
16,568 | 5Purple | 0square | 20.7 | 00.0 | 1left_1x | 2down_2x | |
19,959 | 6DodgerBlue | 0square | 20.7 | 41.28886 | 2right_2x | 3up_2x | |
19,632 | 6DodgerBlue | 0square | 10.6 | 00.0 | 2right_2x | 0down_1x | |
5,696 | 1OrangeRed | 2heart | 10.6 | 30.96664 | 1left_1x | 2down_2x | |
7,188 | 2Yellow | 0square | 30.8 | 41.28886 | 4mid_right | 0down_1x | |
14,367 | 4Cyan | 1ellipse | 10.6 | 41.28886 | 0right_1x | 3up_2x | |
28,055 | 8NavajoWhite | 1ellipse | 51.0 | 41.28886 | 1left_1x | 5mid_up | |
16,171 | 4Cyan | 2heart | 51.0 | 41.28886 | 1left_1x | 1up_1x | |
20,828 | 6DodgerBlue | 1ellipse | 10.6 | 30.96664 | 3left_2x | 2down_2x | |
10,102 | 3SpringGreen | 0square | 20.7 | 00.0 | 3left_2x | 4mid_down | |
8,900 | 2Yellow | 2heart | 10.6 | 20.64443 | 1left_1x | 2down_2x | |
3,560 | 1OrangeRed | 0square | 10.6 | 30.96664 | 5mid_left | 2down_2x | |
8,696 | 2Yellow | 2heart | 00.5 | 10.32221 | 3left_2x | 2down_2x | |
3,707 | 1OrangeRed | 0square | 20.7 | 20.64443 | 5mid_left | 5mid_up | |
20,906 | 6DodgerBlue | 1ellipse | 20.7 | 00.0 | 4mid_right | 2down_2x | |
13,358 | 4Cyan | 0square | 20.7 | 10.32221 | 0right_1x | 2down_2x | |
28,805 | 8NavajoWhite | 2heart | 40.9 | 00.0 | 0right_1x | 5mid_up | |
21,409 | 6DodgerBlue | 1ellipse | 40.9 | 41.28886 | 4mid_right | 1up_1x | |
11,375 | 3SpringGreen | 1ellipse | 30.8 | 00.0 | 5mid_left | 5mid_up | |
6,798 | 2Yellow | 0square | 10.6 | 30.96664 | 5mid_left | 0down_1x | |
20,892 | 6DodgerBlue | 1ellipse | 20.7 | 00.0 | 2right_2x | 0down_1x | |
9,918 | 3SpringGreen | 0square | 10.6 | 00.0 | 3left_2x | 0down_1x | |
3,402 | 1OrangeRed | 0square | 00.5 | 41.28886 | 3left_2x | 0down_1x | |
10,127 | 3SpringGreen | 0square | 20.7 | 10.32221 | 1left_1x | 5mid_up | |
21,564 | 6DodgerBlue | 1ellipse | 51.0 | 41.28886 | 0right_1x | 0down_1x | |
20,183 | 6DodgerBlue | 0square | 40.9 | 00.0 | 3left_2x | 5mid_up | |
20,817 | 6DodgerBlue | 1ellipse | 10.6 | 30.96664 | 1left_1x | 3up_2x | |
2,254 | 0DarkSlateGray | 2heart | 00.5 | 20.64443 | 3left_2x | 4mid_down | |
2,249 | 0DarkSlateGray | 2heart | 00.5 | 20.64443 | 2right_2x | 5mid_up | |
21,200 | 6DodgerBlue | 1ellipse | 30.8 | 30.96664 | 5mid_left | 2down_2x | |
19,166 | 5Purple | 2heart | 40.9 | 20.64443 | 2right_2x | 2down_2x | |
24,792 | 7DeepPink | 1ellipse | 51.0 | 30.96664 | 4mid_right | 0down_1x | |
507 | 0DarkSlateGray | 0square | 20.7 | 41.28886 | 0right_1x | 3up_2x | |
14,070 | 4Cyan | 1ellipse | 00.5 | 00.0 | 5mid_left | 0down_1x | |
2,444 | 0DarkSlateGray | 2heart | 10.6 | 20.64443 | 5mid_left | 2down_2x | |
18,529 | 5Purple | 2heart | 00.5 | 41.28886 | 4mid_right | 1up_1x | |
25,285 | 7DeepPink | 2heart | 20.7 | 20.64443 | 2right_2x | 1up_1x | |
20,559 | 6DodgerBlue | 1ellipse | 00.5 | 10.32221 | 0right_1x | 3up_2x | |
25,231 | 7DeepPink | 2heart | 20.7 | 00.0 | 5mid_left | 1up_1x | |
17,633 | 5Purple | 1ellipse | 10.6 | 41.28886 | 4mid_right | 5mid_up | |
14,829 | 4Cyan | 1ellipse | 40.9 | 10.32221 | 5mid_left | 3up_2x | |
14,946 | 4Cyan | 1ellipse | 51.0 | 00.0 | 1left_1x | 0down_1x | |
16,132 | 4Cyan | 2heart | 51.0 | 30.96664 | 0right_1x | 4mid_down | |
20,624 | 6DodgerBlue | 1ellipse | 00.5 | 20.64443 | 5mid_left | 2down_2x | |
16,607 | 5Purple | 0square | 20.7 | 10.32221 | 1left_1x | 5mid_up | |
12,584 | 3SpringGreen | 2heart | 30.8 | 41.28886 | 3left_2x | 2down_2x | |
10,308 | 3SpringGreen | 0square | 30.8 | 10.32221 | 2right_2x | 0down_1x | |
341 | 0DarkSlateGray | 0square | 10.6 | 41.28886 | 2right_2x | 5mid_up | |
19,193 | 5Purple | 2heart | 40.9 | 30.96664 | 0right_1x | 5mid_up | |
2,283 | 0DarkSlateGray | 2heart | 00.5 | 30.96664 | 2right_2x | 3up_2x | |
6,273 | 1OrangeRed | 2heart | 40.9 | 41.28886 | 1left_1x | 3up_2x | |
5,249 | 1OrangeRed | 1ellipse | 51.0 | 00.0 | 4mid_right | 5mid_up | |
11,697 | 3SpringGreen | 1ellipse | 40.9 | 41.28886 | 5mid_left | 3up_2x | |
5,269 | 1OrangeRed | 1ellipse | 51.0 | 10.32221 | 2right_2x | 1up_1x | |
21,758 | 6DodgerBlue | 2heart | 00.5 | 41.28886 | 2right_2x | 2down_2x | |
13,896 | 4Cyan | 0square | 51.0 | 10.32221 | 0right_1x | 0down_1x | |
9,785 | 3SpringGreen | 0square | 00.5 | 10.32221 | 4mid_right | 5mid_up | |
7,599 | 2Yellow | 1ellipse | 00.5 | 10.32221 | 0right_1x | 3up_2x | |
17,453 | 5Purple | 1ellipse | 00.5 | 41.28886 | 4mid_right | 5mid_up | |
4,242 | 1OrangeRed | 0square | 51.0 | 20.64443 | 5mid_left | 0down_1x |
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in Data Studio
MSD dSprites-Dynamic 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, scale, and orientation are fixed, while its spatial position may 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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