Datasets:
Tasks:
Visual Question Answering
Formats:
parquet
Languages:
English
Size:
100K - 1M
ArXiv:
License:
| dataset_info: | |
| - config_name: unseen_subject | |
| features: | |
| - name: ep_id | |
| dtype: string | |
| - name: step_id | |
| dtype: int64 | |
| - name: android_api_level | |
| dtype: int64 | |
| - name: current_activity | |
| dtype: string | |
| - name: device_type | |
| dtype: string | |
| - name: episode_length | |
| dtype: int64 | |
| - name: goal_info | |
| dtype: string | |
| - name: image_encoded | |
| dtype: image | |
| - name: image_ui_annotations_positions | |
| sequence: float64 | |
| - name: image_ui_annotations_text | |
| sequence: string | |
| - name: image_ui_annotations_ui_types | |
| sequence: string | |
| - name: results_action_type | |
| dtype: int64 | |
| - name: results_type_action | |
| sequence: string | |
| - name: results_yx_touch | |
| sequence: float64 | |
| - name: results_yx_lift | |
| sequence: float64 | |
| splits: | |
| - name: train | |
| num_bytes: 10257465734.5 | |
| num_examples: 65340 | |
| - name: test | |
| num_bytes: 1192319438.875 | |
| num_examples: 7729 | |
| - name: validation | |
| num_bytes: 1504033060.125 | |
| num_examples: 9655 | |
| download_size: 8881095729 | |
| dataset_size: 12953818233.5 | |
| - config_name: unseen_verb | |
| features: | |
| - name: ep_id | |
| dtype: string | |
| - name: step_id | |
| dtype: int64 | |
| - name: android_api_level | |
| dtype: int64 | |
| - name: current_activity | |
| dtype: string | |
| - name: device_type | |
| dtype: string | |
| - name: episode_length | |
| dtype: int64 | |
| - name: goal_info | |
| dtype: string | |
| - name: image_encoded | |
| dtype: image | |
| - name: image_ui_annotations_positions | |
| sequence: float64 | |
| - name: image_ui_annotations_text | |
| sequence: string | |
| - name: image_ui_annotations_ui_types | |
| sequence: string | |
| - name: results_action_type | |
| dtype: int64 | |
| - name: results_type_action | |
| sequence: string | |
| - name: results_yx_touch | |
| sequence: float64 | |
| - name: results_yx_lift | |
| sequence: float64 | |
| splits: | |
| - name: train | |
| num_bytes: 10657237285.25 | |
| num_examples: 67766 | |
| - name: validation | |
| num_bytes: 1372859548.625 | |
| num_examples: 8979 | |
| - name: test | |
| num_bytes: 1336086596 | |
| num_examples: 8528 | |
| download_size: 9040866227 | |
| dataset_size: 13366183429.875 | |
| configs: | |
| - config_name: unseen_subject | |
| data_files: | |
| - split: train | |
| path: unseen_subject/train-* | |
| - split: test | |
| path: unseen_subject/test-* | |
| - split: validation | |
| path: unseen_subject/validation-* | |
| - config_name: unseen_verb | |
| data_files: | |
| - split: train | |
| path: unseen_verb/train-* | |
| - split: validation | |
| path: unseen_verb/validation-* | |
| - split: test | |
| path: unseen_verb/test-* | |
| license: cc-by-4.0 | |
| task_categories: | |
| - visual-question-answering | |
| language: | |
| - en | |
| For more details, please refer to paper [Android in the Wild: A Large-Scale Dataset for Android Device Control](https://arxiv.org/abs/2307.10088), and [github](https://github.com/google-research/google-research/tree/master/android_in_the_wild) |