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575
In the Audio Video app, find an origami inspiration.
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"scroll","app_name":null,"direction":"down","text":null,"x":null,"y":null},{"action_(...TRUNCATED)
["Scroll up on the screen.","Scroll up on the screen.","Click on the phoenix origami on the left sid(...TRUNCATED)
916
"Share the Office document 2023 with my friend Natalie Larson over her gmail: \"natalie.larson1998@g(...TRUNCATED)
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"click","app_name":null,"direction":null,"text":null,"x":540.0,"y":2273.0},{"action_(...TRUNCATED)
["Click on the \"Share\" tab in the bottom menu.","Click on the tab \"Mail\".","Click on the tab \"G(...TRUNCATED)
6,792
In an infinite painter app click on the Blank canvas and draw a rectangle .
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"navigate_back","app_name":null,"direction":null,"text":null,"x":null,"y":null},{"ac(...TRUNCATED)
["Go back to the home page.","Click on the home icon.","Click on the Blank canvas tab.","Click on th(...TRUNCATED)
7,733
"I'd liked the United states museum Art very much and wanted to share the art with cole at coledbwpe(...TRUNCATED)
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABK2lDQ1BTa2lhAAAokX2QP0vDQBjGf5aC/wfR0SFjF6Uq6KAuVS(...TRUNCATED)
[{"action_type":"scroll","app_name":null,"direction":"up","text":null,"x":null,"y":null},{"action_ty(...TRUNCATED)
["Swipe down for the share button","Click on the share icon","Select Gmail for sharing the Art","Typ(...TRUNCATED)
8,455
"I want some street art inspiration and also other art inspiration to get an idea for different art.(...TRUNCATED)
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"navigate_back","app_name":null,"direction":null,"text":null,"x":null,"y":null},{"ac(...TRUNCATED)
["Go back to the screen","Go back to the screen","Click on the Inspire icon option","Scroll up to vi(...TRUNCATED)
9,195
"Thomas is looking to go on vacation and has asked me for some suggestions on where to go. Send him (...TRUNCATED)
["iVBORw0KGgoAAAANSUhEUgAABaAAAAwwCAYAAAAgXrdYAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"open_app","app_name":"Keep Notes","direction":null,"text":null,"x":null,"y":null},{(...TRUNCATED)
["open keep notes app","open keep notes app","Click on the important note","Click on the more option(...TRUNCATED)
10,520
I want to track the movement of Neptune on the Sky Tracker app.
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[ { "action_type": "click", "app_name": null, "direction": null, "text": null, "x": 540, "y": 1200 } ]
[ "Click on the Neptune." ]
11,304
Choose the Russian language as the language to learn mondly App
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"open_app","app_name":"Mondly Languages","direction":null,"text":null,"x":null,"y":n(...TRUNCATED)
["Open the Mondley language App","Click on the profile icon at the top left corner","Click on the Ad(...TRUNCATED)
11,726
"In the Skyscanner app,find a flight from Indira Gandhi International (DEL) to Tokyo Haneda (HND) de(...TRUNCATED)
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"open_app","app_name":"Skyscanner","direction":null,"text":null,"x":null,"y":null},{(...TRUNCATED)
["Open the Skyscanner app","Tap on the flights option at the left top corner of the screen","Click o(...TRUNCATED)
15,402
"The art of the Legends in Chrome and Steel looks good, and I want to learn more about this art, so (...TRUNCATED)
["iVBORw0KGgoAAAANSUhEUgAABDgAAAlgCAYAAABtGofVAAABJWlDQ1BTa2lhAAAokX2RvUvDQBjGf5Yufg2ig4NDxi5KVdBBXa(...TRUNCATED)
[{"action_type":"scroll","app_name":null,"direction":"up","text":null,"x":null,"y":null},{"action_ty(...TRUNCATED)
["Scroll up to view the art of Legends in Chrome and Steel.","Click on the View All button to view t(...TRUNCATED)
End of preview. Expand in Data Studio

Android Control Test Set

Notes

  1. NOTE i uploaded it so it easier for running evaluation on it
  2. I am not responsible if you use it in training :<
  3. I assume most models train on train-set/val-set but not test-set
  4. I assume that the ids here are episode_id https://console.cloud.google.com/storage/browser/_details/gresearch/android_control/splits.json , so I download data using smolagents https://huggingface.co/datasets/smolagents/android-control and iterate and filter ids to have only the real test set

IMPORTANT

(notice smolagents dataset repo contain some part of partitioning but episode_id in it are different from the main source of data)

Repo Structure

there small parquet files for downlading samples and explore it then there's a huge zip-file (I figured it easier to download if I am going to eval on whole set inside kaggle or colab or other providers)

Thanks

Citations

@article{li2024effects,
  title={On the Effects of Data Scale on Computer Control Agents},
  author={Li, Wei and Bishop, William and Li, Alice and Rawles, Chris and Campbell-Ajala, Folawiyo and Tyamagundlu, Divya and Riva, Oriana},
  journal={arXiv preprint arXiv:2406.03679},
  year={2024}
}
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Paper for aliaagheis/android-control