metadata
configs:
- config_name: dtd
data_files:
- split: train
path: dtd/train-*.parquet
- split: test
path: dtd/test-*.parquet
- config_name: sun397
data_files:
- split: train
path: sun397/train-*.parquet
- split: test
path: sun397/test-*.parquet
- config_name: cifar10
data_files:
- split: train
path: cifar10/train-*.parquet
- split: test
path: cifar10/test-*.parquet
- config_name: svhn
data_files:
- split: train
path: svhn/train-*.parquet
- split: test
path: svhn/test-*.parquet
- config_name: smallnorb_label_azimuth
data_files:
- split: train
path: smallnorb_label_azimuth/train-*.parquet
- split: test
path: smallnorb_label_azimuth/test-*.parquet
- config_name: pets
data_files:
- split: train
path: pets/train-*.parquet
- split: test
path: pets/test-*.parquet
- config_name: eurosat
data_files:
- split: train
path: eurosat/train-*.parquet
- split: test
path: eurosat/test-*.parquet
- config_name: dsprites_label_y_position
data_files:
- split: train
path: dsprites_label_y_position/train-*.parquet
- split: test
path: dsprites_label_y_position/test-*.parquet
- config_name: dsprites_label_orientation
data_files:
- split: train
path: dsprites_label_orientation/train-*.parquet
- split: test
path: dsprites_label_orientation/test-*.parquet
- config_name: clevr_count_all
data_files:
- split: train
path: clevr_count_all/train-*.parquet
- split: test
path: clevr_count_all/test-*.parquet
- config_name: cifar100
data_files:
- split: train
path: cifar100/train-*.parquet
- split: test
path: cifar100/test-*.parquet
- config_name: caltech101
data_files:
- split: train
path: caltech101/train-*.parquet
- split: test
path: caltech101/test-*.parquet
- config_name: clevr_closest_object_distance
data_files:
- split: train
path: clevr_closest_object_distance/train-*.parquet
- split: test
path: clevr_closest_object_distance/test-*.parquet
- config_name: dmlab
data_files:
- split: train
path: dmlab/train-*.parquet
- split: test
path: dmlab/test-*.parquet
- config_name: dsprites_label_x_position
data_files:
- split: train
path: dsprites_label_x_position/train-*.parquet
- split: test
path: dsprites_label_x_position/test-*.parquet
- config_name: pcam
data_files:
- split: train
path: pcam/train-*.parquet
- split: test
path: pcam/test-*.parquet
- config_name: resisc45
data_files:
- split: train
path: resisc45/train-*.parquet
- split: test
path: resisc45/test-*.parquet
- config_name: smallnorb_label_elevation
data_files:
- split: train
path: smallnorb_label_elevation/train-*.parquet
- split: test
path: smallnorb_label_elevation/test-*.parquet
- config_name: diabetic_retinopathy
data_files:
- split: train
path: diabetic_retinopathy/train-*.parquet
- split: test
path: diabetic_retinopathy/test-*.parquet
- config_name: flowers
data_files:
- split: train
path: flowers/train-*.parquet
- split: test
path: flowers/test-*.parquet
- config_name: kitti_distance
data_files:
- split: train
path: kitti_distance/train-*.parquet
- split: test
path: kitti_distance/test-*.parquet
Mini-VTAB
A collection of VTAB (Visual Task Adaptation Benchmark) datasets. We sampled 1K training samples and 1K testing samples for each task.
Tasks
datasets = [
"caltech101",
"cifar10",
"cifar100",
"dtd",
"flowers",
"pets",
"sun397",
"svhn",
"pcam",
"eurosat",
"resisc45",
"diabetic_retinopathy",
"clevr_count_all",
"clevr_closest_object_distance",
"dmlab",
"dsprites_label_x_position",
"dsprites_label_y_position",
"dsprites_label_orientation",
"kitti_distance",
"smallnorb_label_azimuth",
"smallnorb_label_elevation",
]
Usage
from datasets import load_dataset
# Load a specific task
ds = load_dataset("antofuller/mini-vtab", "cifar10")
# Access splits
train_ds = ds["train"]
test_ds = ds["test"]
# Or load a specific split directly
train_ds = load_dataset("antofuller/mini-VTAB", "cifar10", split="train")