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README.md

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+---
+dataset_info:
+  features:
+  - name: images
+    sequence: image
+  - name: problem
+    dtype: string
+  - name: answer
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 2401285909
+    num_examples: 9508
+  download_size: 0
+  dataset_size: 2401285909
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+---
+
+# StepCountQA-RL-Traj_11_50 Dataset
+
+## Dataset Description
+
+StepCountQA-RL-Traj_11_50 is a visual question answering dataset focused on counting and spatial reasoning tasks. The dataset contains images paired with questions and detailed answers that require understanding and analyzing visual content.
+
+## Dataset Structure
+
+### Data Fields
+
+- `images`: A sequence of images (typically one image per sample)
+- `problem`: The question text describing the task to be solved in the image
+- `answer`: The answer text containing the solution to the problem
+
+### Data Splits
+
+- **train**: 9508 training samples
+
+## Dataset Statistics
+
+- Training set size: 9508 samples
+- Count range: 11 - 50
+- Total dataset size: approximately 2290.0 MB
+
+### Count Distribution (11-50)
+
+| Count | Samples |
+|-------|---------|
+| 11 | 707 |
+| 12 | 851 |
+| 13 | 517 |
+| 14 | 534 |
+| 15 | 498 |
+| 16 | 441 |
+| 17 | 318 |
+| 18 | 390 |
+| 19 | 262 |
+| 20 | 389 |
+| 21 | 279 |
+| 22 | 246 |
+| 23 | 201 |
+| 24 | 288 |
+| 25 | 239 |
+| 26 | 220 |
+| 27 | 191 |
+| 28 | 203 |
+| 29 | 141 |
+| 30 | 202 |
+| 31 | 161 |
+| 32 | 173 |
+| 33 | 138 |
+| 34 | 141 |
+| 35 | 142 |
+| 36 | 166 |
+| 37 | 105 |
+| 38 | 115 |
+| 39 | 104 |
+| 40 | 170 |
+| 41 | 93 |
+| 42 | 110 |
+| 43 | 91 |
+| 44 | 109 |
+| 45 | 98 |
+| 46 | 77 |
+| 47 | 65 |
+| 48 | 126 |
+| 49 | 85 |
+| 50 | 122 |
+
+## Usage Example
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("SI-Lab/StepCountQA-RL-Traj_11_50")
+
+# Access the training set
+train_data = dataset["train"]
+
+# View a sample
+print(train_data[0])
+# Output: {'images': [...], 'problem': '...', 'answer': '...'}
+```
+
+## Dataset Creation
+
+This dataset was created for training visual reasoning models, particularly focusing on:
+- Counting objects in images (11-50 range)
+- Spatial relationship understanding
+- Step-by-step reasoning for visual problems
+
+## Citation
+
+If you use this dataset in your research, please cite the appropriate sources.
+
+## License
+
+Please refer to the dataset license for usage terms and conditions.

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