Extract train/validation/test splits to JSON; add README

README.md

@@ -1,12 +1,12 @@
-# AndroidControl Test Set (JSON)
+# AndroidControl (JSON)
 
 ## Overview
 
-This dataset provides the **test split** of [AndroidControl](https://arxiv.org/abs/2405.01958) in a ready-to-use JSON format, extracted from the original Google Cloud data release.
+This dataset provides **all splits** of [AndroidControl](https://arxiv.org/abs/2406.03679) in a ready-to-use JSON format, extracted from the original Google Cloud data release.
 
-**Motivation:** Most GUI Grounding works use [GUI-Actor-Data](https://huggingface.co/datasets/cckevinn/GUI-Actor-Data) for training, which includes AndroidControl images but **does not include the test set JSON**. Obtaining the test split from the original source requires downloading the full dataset (~47 GB) from Google Cloud, which is cumbersome. This dataset provides the test split JSON files directly so researchers can run evaluations immediately.
+**Motivation:** Most GUI agent works use [GUI-Actor-Data](https://huggingface.co/datasets/cckevinn/GUI-Actor-Data) for training, which includes AndroidControl images but **does not include the test set JSON**. Obtaining any split from the original source requires downloading the full dataset (~47 GB) from Google Cloud, which is cumbersome. This dataset provides all splits as lightweight JSON files so researchers can use them directly for training or evaluation.
 
-**Images:** Screenshots are not included in this repository. Use the images from [cckevinn/GUI-Actor-Data](https://huggingface.co/datasets/cckevinn/GUI-Actor-Data), which covers all splits including the test set.
+**Images:** Screenshots are not included in this repository. Use the images from [cckevinn/GUI-Actor-Data](https://huggingface.co/datasets/cckevinn/GUI-Actor-Data), which covers all splits.
 
 ---
 
@@ -14,8 +14,12 @@ This dataset provides the **test split** of [AndroidControl](https://arxiv.org/a
 
 | File | Episodes | Steps | Description |
 |------|----------|-------|-------------|
-| `test-AndroidControl.json` | 1,543 | 8,444 | All action types |
-| `test-AndroidControl-click.json` | 1,484 | 5,074 | Click actions only |
+| `train-AndroidControl.json` | 13,594 | 74,714 | Train — all action types |
+| `train-AndroidControl-click.json` | 13,106 | 46,424 | Train — click actions only |
+| `validation-AndroidControl.json` | 137 | 690 | Validation — all action types |
+| `validation-AndroidControl-click.json` | 133 | 420 | Validation — click actions only |
+| `test-AndroidControl.json` | 1,543 | 8,444 | Test — all action types |
+| `test-AndroidControl-click.json` | 1,484 | 5,074 | Test — click actions only |
 
 ---
 
@@ -66,7 +70,7 @@ Both files share the same structure: a **list of episodes**, where each episode
 | `open_app` | `app_name` | Launch an application |
 | `wait` | — | Wait for screen to load |
 
-> `test-AndroidControl-click.json` contains only `click` steps and is intended for point-grounding evaluation.
+> `-click` variants contain only `click` steps and are intended for point-grounding evaluation.
 
 ---
 
@@ -78,16 +82,17 @@ import json
 with open("test-AndroidControl.json") as f:
     episodes = json.load(f)
 
-# episodes[i]        → i-th episode (list of steps)
-# episodes[i][j]     → j-th step of i-th episode
-# episodes[i][j]["img_url"]  → match against GUI-Actor-Data images
+# episodes[i]               → i-th episode (list of steps)
+# episodes[i][j]            → j-th step of i-th episode
+# episodes[i][j]["img_url"] → match against GUI-Actor-Data images
+# episodes[i][j]["action"]  → ground-truth action for evaluation
 ```
 
 ---
 
 ## Source
 
-Derived from the [AndroidControl](https://arxiv.org/abs/2405.01958) dataset released by Google Research. This repository contains only the test split in a reformatted JSON structure; no images are redistributed.
+Derived from the [AndroidControl](https://arxiv.org/abs/2406.03679) dataset released by Google Research. All splits are reformatted into JSON; no images are redistributed.
 
 Please cite the original work if you use this dataset:
 

train-AndroidControl-click.json

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train-AndroidControl.json

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