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README.md
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---
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dataset_info:
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- config_name: caltech101
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-
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| 478 |
-
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| 479 |
-
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| 480 |
-
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| 481 |
-
- config_name:
|
| 482 |
-
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| 483 |
-
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| 484 |
-
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| 485 |
-
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| 486 |
-
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| 487 |
---
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| 1 |
---
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|
| 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
|
| 162 |
+
|
| 163 |
+
# Load a specific task
|
| 164 |
+
ds = load_dataset("antofuller/mini-vtab", "cifar10")
|
| 165 |
+
|
| 166 |
+
# Access splits
|
| 167 |
+
train_ds = ds["train"]
|
| 168 |
+
test_ds = ds["test"]
|
| 169 |
+
|
| 170 |
+
# Or load a specific split directly
|
| 171 |
+
train_ds = load_dataset("antofuller/mini-vtab", "cifar10", split="train")
|
| 172 |
+
```
|