Datasets:
shift_type
stringclasses 3
values | shift_amount
int8 0
90
| image
imagewidth (px) 32
64
| label
int8 0
9
| dataset
stringclasses 2
values |
|---|---|---|---|---|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 4
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 4
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 3
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 3
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 3
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 3
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 3
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 3
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 4
|
cifar10
|
|
extend
| 50
| 7
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 4
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 6
|
cifar10
|
|
extend
| 50
| 1
|
cifar10
|
|
extend
| 50
| 9
|
cifar10
|
|
extend
| 50
| 5
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 8
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
|
extend
| 50
| 2
|
cifar10
|
|
extend
| 50
| 0
|
cifar10
|
End of preview. Expand
in Data Studio
Dataset Card for Control+Shift: Generating Controllable Distribution Shifts
Curated by: Roy Friedman and Rhea Chowers
This dataset is the one that accompanies the paper Control+Shift: Generating Controllable Distribution Shifts.
Our data is based on CIFAR10 and ImageNet, using EDM to generate our data. We generated datasets for 3 types of distribution shift on CIFAR10 and ImageNet - so a total of 6 datasets. The types of distribution shifts are called overlap, extend and truncation.
- Downloads last month
- 41