Note typically the control task

Note includes seven corruption on test data

Note includes seven corruption on test data

Note includes seven corruption on test data

Note includes seven corruption on test data

Note ```python from dataset import load_dataset dataset = load_dataset('cifar100') dataset = dataset.remove_columns('coarse_label').rename_columns({'img': 'image', 'fine_label': 'label'}) ```

Note PCam in short. ```python from dataset import load_dataset dataset = load_dataset('1aurent/PatchCamlyon') classnames = ['lymph node', 'lymph node containing metastatic tumor tissue'] clip_templates = [lambda c: f'a histopathology slide showing {c}', lambda c: f'histopathology image of {c}'] ```

Note ```python from dataset import load_dataset dataset = load_dataset('clip-benchmark/wds_fer2013') dataset = dataset.remove_columns(['__key__', '__url__']).rename_columns({'jpg': 'image', 'cls': 'label') ```

Note ```python from dataset import load_dataset dataset = load_dataset('food101') dataset['test'] = dataset['validation'] del dataset['validation'] ```