Update README.md

README.md

@@ -1,24 +1,70 @@
+---
 configs:
-- config_name: auto
+- config_name: default
   data_files:
-    - split: data
-      path: "auto/data/**/*"
-    - split: qa
-      path: "auto/qa/*.json"
+  - split: auto
+    path: auto/QA/*.json
+  - split: manual_train
+    path: manual_train/QA/*.json
+  - split: manual_test
+    path: manual_test/QA/*.json
+license: cc-by-4.0
+---
 
-- config_name: manual_train
-  data_files:
-    - split: data
-      path: "manual_train/data/**/*"
-    - split: qa
-      path: "manual_train/qa/*.json"
 
-- config_name: manual_test
-  data_files:
-    - split: data
-      path: "manual_test/data/**/*"
-    - split: qa
-      path: "manual_test/qa/*.json"
+# GUI-Xplore Dataset 🖥️🔍
+
+GUI-Xplore is a novel dataset designed to improve **cross-application** and **cross-task generalization** for GUI agents. It introduces **exploration videos** to provide context-aware learning, enabling agents to adapt to new applications efficiently.
+
+## 📌 Dataset Summary
+- **312 apps** across **33 categories** from **6 major domains** (*Entertainment, Productivity, Health, Shopping, Travel, News*).
+- **115+ hours of exploration videos**, ensuring **comprehensive app interaction coverage**.
+- **32,569 structured question-answer pairs** spanning **five hierarchical downstream tasks**.
+- Designed to support **Large Vision-Language Models (LVLMs)** and **GUI-based AI agents**.
+
+---
+
+## 📂 Dataset Structure
+
+### 🔢 Data Splits
+| Split        | # Apps | # Screenshot | # Action | # Q&A Samples | 
+|--------------|--------|--------------|----------| --------------|
+| Auto         | 207    | 13,660       | 21,346    | 15,934       |
+| Manual_train | 85     | 18,523       | 17,963    | 16,744       |
+| Manual_test  | 20     | 2,184        | 1,984     | 2,638        |
+| Total        | 312    | 34,367       | 41,293    | 35,316       |
+
+### 🏷️ Annotation Schema
+Each app in the dataset includes:
+1. **Exploration Video** (`.mp4`)
+2. **Screenshot Sequence** (`.png`)
+3. **Action Sequence** (`.json`)
+4. **Screenshot-Action Relation** (`.json`)
+5. **View Hierarchy** (`.xml`)
+6. **Question-Answer Pairs** (`.json`)
+
+---
+
+## 🏗️ Tasks
+
+GUI-Xplore defines **five downstream tasks** to evaluate GUI agents:
+
+| Task                      | Description |
+|---------------------------|-------------|
+| **Application Overview**   | Summarize app functionalities based on exploration. |
+| **Page Analysis**          | Interpret the purpose of a specific GUI screen. |
+| **Application Usage**      | Infer correct navigation sequences from homepage to task completion. |
+| **Action Recall**          | Identify past interactions within an app. |
+| **Action Sequence Verification** | Verify logical operation order within an app. |
+
+---
+
+## 📥 How to Use
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("9211sun/GUI-Xplore")
 
-- config_name: navigation
-  data_files: "navigation.json"
+# Example data exploration
+print(dataset["manual_test"][0])