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  ---
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- dataset_info:
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- - config_name: caltech101
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- - config_name: dsprites_label_x_position
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- - config_name: dsprites_label_y_position
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- - config_name: eurosat
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- features:
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- features:
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- - config_name: pets
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- - config_name: resisc45
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- features:
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- - config_name: smallnorb_label_azimuth
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- features:
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- - name: image
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- num_examples: 1000
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- - config_name: smallnorb_label_elevation
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- features:
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- - name: image
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- - name: test
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- num_examples: 1000
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- download_size: 21467265
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- dataset_size: 21457652.0
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- - config_name: sun397
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- features:
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- - name: image
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- dtype: image
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- - name: label
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- dtype: int64
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- - name: test
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- num_examples: 1000
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- - config_name: svhn
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- features:
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- - name: image
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- dtype: image
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- - name: label
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- dtype: int64
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- num_examples: 1000
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- - name: test
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- num_examples: 1000
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- download_size: 33619055
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- dataset_size: 33600862.0
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  configs:
361
- - config_name: caltech101
362
- data_files:
363
- - split: train
364
- path: caltech101/train-*
365
- - split: test
366
- path: caltech101/test-*
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- - config_name: cifar10
368
- data_files:
369
- - split: train
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- path: cifar10/train-*
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- - split: test
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- path: cifar10/test-*
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- - config_name: cifar100
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- data_files:
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- - split: train
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- path: cifar100/train-*
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- - split: test
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- path: cifar100/test-*
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- - config_name: clevr_closest_object_distance
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- data_files:
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- - split: train
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- path: clevr_closest_object_distance/train-*
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- - split: test
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- path: clevr_closest_object_distance/test-*
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- - config_name: clevr_count_all
386
- data_files:
387
- - split: train
388
- path: clevr_count_all/train-*
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- - split: test
390
- path: clevr_count_all/test-*
391
- - config_name: diabetic_retinopathy
392
- data_files:
393
- - split: train
394
- path: diabetic_retinopathy/train-*
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- - split: test
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- path: diabetic_retinopathy/test-*
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- - config_name: dmlab
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- data_files:
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- - split: train
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- path: dmlab/train-*
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- - split: test
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- path: dmlab/test-*
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- - config_name: dsprites_label_orientation
404
- data_files:
405
- - split: train
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- path: dsprites_label_orientation/train-*
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- - split: test
408
- path: dsprites_label_orientation/test-*
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- - config_name: dsprites_label_x_position
410
- data_files:
411
- - split: train
412
- path: dsprites_label_x_position/train-*
413
- - split: test
414
- path: dsprites_label_x_position/test-*
415
- - config_name: dsprites_label_y_position
416
- data_files:
417
- - split: train
418
- path: dsprites_label_y_position/train-*
419
- - split: test
420
- path: dsprites_label_y_position/test-*
421
- - config_name: dtd
422
- data_files:
423
- - split: train
424
- path: dtd/train-*
425
- - split: test
426
- path: dtd/test-*
427
- - config_name: eurosat
428
- data_files:
429
- - split: train
430
- path: eurosat/train-*
431
- - split: test
432
- path: eurosat/test-*
433
- - config_name: flowers
434
- data_files:
435
- - split: train
436
- path: flowers/train-*
437
- - split: test
438
- path: flowers/test-*
439
- - config_name: kitti_distance
440
- data_files:
441
- - split: train
442
- path: kitti_distance/train-*
443
- - split: test
444
- path: kitti_distance/test-*
445
- - config_name: pcam
446
- data_files:
447
- - split: train
448
- path: pcam/train-*
449
- - split: test
450
- path: pcam/test-*
451
- - config_name: pets
452
- data_files:
453
- - split: train
454
- path: pets/train-*
455
- - split: test
456
- path: pets/test-*
457
- - config_name: resisc45
458
- data_files:
459
- - split: train
460
- path: resisc45/train-*
461
- - split: test
462
- path: resisc45/test-*
463
- - config_name: smallnorb_label_azimuth
464
- data_files:
465
- - split: train
466
- path: smallnorb_label_azimuth/train-*
467
- - split: test
468
- path: smallnorb_label_azimuth/test-*
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- - config_name: smallnorb_label_elevation
470
- data_files:
471
- - split: train
472
- path: smallnorb_label_elevation/train-*
473
- - split: test
474
- path: smallnorb_label_elevation/test-*
475
- - config_name: sun397
476
- data_files:
477
- - split: train
478
- path: sun397/train-*
479
- - split: test
480
- path: sun397/test-*
481
- - config_name: svhn
482
- data_files:
483
- - split: train
484
- path: svhn/train-*
485
- - split: test
486
- path: svhn/test-*
487
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2
  configs:
3
+ - config_name: dtd
4
+ data_files:
5
+ - split: train
6
+ path: dtd/train-*.parquet
7
+ - split: test
8
+ path: dtd/test-*.parquet
9
+ - config_name: sun397
10
+ data_files:
11
+ - split: train
12
+ path: sun397/train-*.parquet
13
+ - split: test
14
+ path: sun397/test-*.parquet
15
+ - config_name: cifar10
16
+ data_files:
17
+ - split: train
18
+ path: cifar10/train-*.parquet
19
+ - split: test
20
+ path: cifar10/test-*.parquet
21
+ - config_name: svhn
22
+ data_files:
23
+ - split: train
24
+ path: svhn/train-*.parquet
25
+ - split: test
26
+ path: svhn/test-*.parquet
27
+ - config_name: smallnorb_label_azimuth
28
+ data_files:
29
+ - split: train
30
+ path: smallnorb_label_azimuth/train-*.parquet
31
+ - split: test
32
+ path: smallnorb_label_azimuth/test-*.parquet
33
+ - config_name: pets
34
+ data_files:
35
+ - split: train
36
+ path: pets/train-*.parquet
37
+ - split: test
38
+ path: pets/test-*.parquet
39
+ - config_name: eurosat
40
+ data_files:
41
+ - split: train
42
+ path: eurosat/train-*.parquet
43
+ - split: test
44
+ path: eurosat/test-*.parquet
45
+ - config_name: dsprites_label_y_position
46
+ data_files:
47
+ - split: train
48
+ path: dsprites_label_y_position/train-*.parquet
49
+ - split: test
50
+ path: dsprites_label_y_position/test-*.parquet
51
+ - config_name: dsprites_label_orientation
52
+ data_files:
53
+ - split: train
54
+ path: dsprites_label_orientation/train-*.parquet
55
+ - split: test
56
+ path: dsprites_label_orientation/test-*.parquet
57
+ - config_name: clevr_count_all
58
+ data_files:
59
+ - split: train
60
+ path: clevr_count_all/train-*.parquet
61
+ - split: test
62
+ path: clevr_count_all/test-*.parquet
63
+ - config_name: cifar100
64
+ data_files:
65
+ - split: train
66
+ path: cifar100/train-*.parquet
67
+ - split: test
68
+ path: cifar100/test-*.parquet
69
+ - config_name: caltech101
70
+ data_files:
71
+ - split: train
72
+ path: caltech101/train-*.parquet
73
+ - split: test
74
+ path: caltech101/test-*.parquet
75
+ - config_name: clevr_closest_object_distance
76
+ data_files:
77
+ - split: train
78
+ path: clevr_closest_object_distance/train-*.parquet
79
+ - split: test
80
+ path: clevr_closest_object_distance/test-*.parquet
81
+ - config_name: dmlab
82
+ data_files:
83
+ - split: train
84
+ path: dmlab/train-*.parquet
85
+ - split: test
86
+ path: dmlab/test-*.parquet
87
+ - config_name: dsprites_label_x_position
88
+ data_files:
89
+ - split: train
90
+ path: dsprites_label_x_position/train-*.parquet
91
+ - split: test
92
+ path: dsprites_label_x_position/test-*.parquet
93
+ - config_name: pcam
94
+ data_files:
95
+ - split: train
96
+ path: pcam/train-*.parquet
97
+ - split: test
98
+ path: pcam/test-*.parquet
99
+ - config_name: resisc45
100
+ data_files:
101
+ - split: train
102
+ path: resisc45/train-*.parquet
103
+ - split: test
104
+ path: resisc45/test-*.parquet
105
+ - config_name: smallnorb_label_elevation
106
+ data_files:
107
+ - split: train
108
+ path: smallnorb_label_elevation/train-*.parquet
109
+ - split: test
110
+ path: smallnorb_label_elevation/test-*.parquet
111
+ - config_name: diabetic_retinopathy
112
+ data_files:
113
+ - split: train
114
+ path: diabetic_retinopathy/train-*.parquet
115
+ - split: test
116
+ path: diabetic_retinopathy/test-*.parquet
117
+ - config_name: flowers
118
+ data_files:
119
+ - split: train
120
+ path: flowers/train-*.parquet
121
+ - split: test
122
+ path: flowers/test-*.parquet
123
+ - config_name: kitti_distance
124
+ data_files:
125
+ - split: train
126
+ path: kitti_distance/train-*.parquet
127
+ - split: test
128
+ path: kitti_distance/test-*.parquet
129
  ---
130
+
131
+ # Mini-VTAB
132
+
133
+ A collection of VTAB (Visual Task Adaptation Benchmark) datasets.
134
+
135
+ ## Tasks
136
+
137
+ - `dtd`
138
+ - `sun397`
139
+ - `cifar10`
140
+ - `svhn`
141
+ - `smallnorb_label_azimuth`
142
+ - `pets`
143
+ - `eurosat`
144
+ - `dsprites_label_y_position`
145
+ - `dsprites_label_orientation`
146
+ - `clevr_count_all`
147
+ - `cifar100`
148
+ - `caltech101`
149
+ - `clevr_closest_object_distance`
150
+ - `dmlab`
151
+ - `dsprites_label_x_position`
152
+ - `pcam`
153
+ - `resisc45`
154
+ - `smallnorb_label_elevation`
155
+ - `diabetic_retinopathy`
156
+ - `flowers`
157
+ - `kitti_distance`
158
+
159
+ ## Usage
160
+ ```python
161
+ from datasets import load_dataset
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+
163
+ # Load a specific task
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+ ds = load_dataset("antofuller/mini-vtab", "cifar10")
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+
166
+ # Access splits
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+ train_ds = ds["train"]
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+ test_ds = ds["test"]
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+
170
+ # Or load a specific split directly
171
+ train_ds = load_dataset("antofuller/mini-vtab", "cifar10", split="train")
172
+ ```