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- .gitattributes +2 -57
- LICENSE +11 -0
- README.md +169 -3
- data/images/001_Culture_Art_1.jpg +3 -0
- data/images/001_Culture_Art_2.jpg +3 -0
- data/images/001_Life_Business.jpg +3 -0
- data/images/001_Science_Biology.jpg +3 -0
- data/images/001_Society_Economy.jpg +3 -0
- data/images/001_Technology_Construction.jpg +3 -0
- data/images/002_Culture_Art_1.jpg +3 -0
- data/images/002_Culture_Art_2.jpg +3 -0
- data/images/002_Life_Business.jpg +3 -0
- data/images/002_Science_Biology.jpg +3 -0
- data/images/002_Society_Economy.jpg +3 -0
- data/images/002_Technology_Construction.jpg +3 -0
- data/images/003_Culture_Art.jpg +3 -0
- data/images/003_Life_Business.jpg +3 -0
- data/images/003_Science_Biology_1.jpg +3 -0
- data/images/003_Science_Biology_2.jpg +3 -0
- data/images/003_Society_Economy.jpg +3 -0
- data/images/003_Technology_Construction.jpg +3 -0
- data/images/004_Culture_Art.jpg +3 -0
- data/images/004_Life_Business.jpg +3 -0
- data/images/004_Science_Biology.jpg +3 -0
- data/images/004_Society_Economy_1.jpg +3 -0
- data/images/004_Society_Economy_2.jpg +3 -0
- data/images/004_Technology_Construction.jpg +3 -0
- data/images/005_Culture_Art.jpg +3 -0
- data/images/005_Life_Business_1.jpg +3 -0
- data/images/005_Life_Business_2.jpg +3 -0
- data/images/005_Life_Business_3.jpg +3 -0
- data/images/005_Science_Biology.jpg +3 -0
- data/images/005_Society_Economy.jpg +3 -0
- data/images/005_Technology_Construction.jpg +3 -0
- data/images/006_Culture_Art.jpg +3 -0
- data/images/006_Life_Business.jpg +3 -0
- data/images/006_Science_Biology.jpg +3 -0
- data/images/006_Society_Economy.jpg +3 -0
- data/images/006_Technology_Construction.jpg +3 -0
- data/images/007_Culture_Art.jpg +3 -0
- data/images/007_Life_Business.jpg +3 -0
- data/images/007_Science_Biology_1.jpg +3 -0
- data/images/007_Science_Biology_2.jpg +3 -0
- data/images/007_Society_Economy.jpg +3 -0
- data/images/007_Technology_Construction.jpg +3 -0
- data/images/008_Culture_Art.jpg +3 -0
- data/images/008_Life_Business_1.jpg +3 -0
- data/images/008_Life_Business_2.jpg +3 -0
- data/images/008_Science_Biology.jpg +3 -0
- data/images/008_Society_Economy.jpg +3 -0
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LICENSE
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Creative Commons Attribution 4.0 International (CC BY 4.0)
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This dataset is licensed under the Creative Commons Attribution 4.0 International license.
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You are free to:
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- Share — copy and redistribute the material in any medium or format
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- Adapt — remix, transform, and build upon the material for any purpose, even commercially
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Under the following terms:
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- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.
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Full license text: https://creativecommons.org/licenses/by/4.0/
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README.md
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---
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---
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train.jsonl
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: category
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dtype: string
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- name: sub_category
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dtype: string
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- name: image
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dtype: string
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- name: image_paths
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dtype: string
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- name: encrypted_question
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dtype: string
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- name: encrypted_answer
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dtype: string
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- name: metadata
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dtype: string
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- name: sub_goals
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dtype: string
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---
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# BrowseComp-V3: A Benchmark Dataset for Multimodal Browsing Agents
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| 30 |
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A dataset containing 300 samples with encrypted question-answer pairs, images, search trajectories, and sub-goals.
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| 32 |
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## Contents
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| 34 |
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```
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├── data/
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│ ├── train.jsonl # Main dataset (1.44 MB, 300 samples)
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│ └── images/ # Referenced images
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├── scripts/
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│ ├── decryption_script.py # Decrypt entire dataset
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│ ├── decrypt_batch.py # Batch decrypt to files
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│ ├── encryption_utils.py # Encryption/decryption utilities
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├── metadata/
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├── decryption_guide.md # Decryption instructions
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└── README.md
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```
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## Dataset Format
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### Fields
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Each sample in `train.jsonl` contains:
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- **`id`**: Sample identifier (e.g., `001_Culture_Art_L3_p2_t2_m0_r2_w0_c0_g5`)
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- **`category`**: Main category
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- **`sub_category`**: Sub-category
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- **`image`**: First image filename
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- **`image_paths`**: List of image filenames (JSON string)
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- **`encrypted_question`**: Encrypted question (AES-256-GCM format)
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- **`encrypted_answer`**: Encrypted answer (AES-256-GCM format)
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- **`metadata`**: Contains vis_inputs, source, timestamp, level, difficulty, domain, fc_num, and trajectory (JSON string)
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- **`sub_goals`**: List of sub-goals (JSON string)
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### Example
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| 64 |
+
|
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```json
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{
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"id": "001_Culture_Art_L3_p2_t2_m0_r2_w0_c0_g5",
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"category": "Culture",
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"sub_category": "Art",
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"image": "data/images/001_Culture_Art_1.jpg",
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"image_paths": "[\"data/images/001_Culture_Art_1.jpg\", \"data/images/001_Culture_Art_2.jpg\"]",
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| 72 |
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"encrypted_question": "{\"iv\": \"...\", \"ciphertext\": \"...\", \"tag\": \"...\"}",
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| 73 |
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"encrypted_answer": "{\"iv\": \"...\", \"ciphertext\": \"...\", \"tag\": \"...\"}",
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| 74 |
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"metadata": "{\"vis_inputs\": 2, \"source\": [...], \"level\": 3, \"difficulty\": \"Medium\", \"trajectory\": {...}}",
|
| 75 |
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"sub_goals": "[{\"sg_id\": 1, \"description\": \"...\", \"key_info\": \"...\", ...}]"
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| 76 |
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}
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| 77 |
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```
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| 78 |
+
|
| 79 |
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### Data Structure Notes
|
| 80 |
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|
| 81 |
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- All nested structures (metadata, image_paths, sub_goals, etc.) are stored as JSON strings
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| 82 |
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- The `trajectory` field is contained within `metadata`
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| 83 |
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- Encrypted fields use base64-encoded iv, ciphertext, and tag
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| 84 |
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| 85 |
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## Encryption
|
| 86 |
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|
| 87 |
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Question-answer pairs are encrypted with AES-256-GCM using:
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| 88 |
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| 89 |
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```
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| 90 |
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Key derivation: SHA-256 hash of passphrase
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| 91 |
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Passphrase: A_Visual_Vertical_Verifiable_Benchmark_for_Multimodal_Browsing_Agents
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| 92 |
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```
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| 93 |
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## Decryption
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| 95 |
+
|
| 96 |
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### Requirements
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| 97 |
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```bash
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| 98 |
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pip install cryptography
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| 99 |
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```
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| 100 |
+
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| 101 |
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### Decrypt Full Dataset
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| 102 |
+
|
| 103 |
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```bash
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| 104 |
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python scripts/decryption_script.py \
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| 105 |
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--input data/train.jsonl \
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| 106 |
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--key "A_Visual_Vertical_Verifiable_Benchmark_for_Multimodal_Browsing_Agents" \
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| 107 |
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--output decrypted.json
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| 108 |
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```
|
| 109 |
+
|
| 110 |
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### Batch Decrypt
|
| 111 |
+
|
| 112 |
+
```bash
|
| 113 |
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echo "A_Visual_Vertical_Verifiable_Benchmark_for_Multimodal_Browsing_Agents" > key.txt
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| 114 |
+
|
| 115 |
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python scripts/decrypt_batch.py \
|
| 116 |
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--input data/train.jsonl \
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| 117 |
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--key-file key.txt \
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| 118 |
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--output-dir decrypted_samples/
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| 119 |
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```
|
| 120 |
+
|
| 121 |
+
### Using Decryption API
|
| 122 |
+
|
| 123 |
+
```python
|
| 124 |
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from encryption_utils import derive_key, decrypt_text
|
| 125 |
+
|
| 126 |
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key = derive_key("A_Visual_Vertical_Verifiable_Benchmark_for_Multimodal_Browsing_Agents")
|
| 127 |
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encrypted = {"iv": "...", "ciphertext": "...", "tag": "..."}
|
| 128 |
+
plaintext = decrypt_text(encrypted, key)
|
| 129 |
+
```
|
| 130 |
+
|
| 131 |
+
## Usage
|
| 132 |
+
|
| 133 |
+
### Load with HuggingFace Datasets
|
| 134 |
+
|
| 135 |
+
```python
|
| 136 |
+
from datasets import load_dataset
|
| 137 |
+
|
| 138 |
+
ds = load_dataset("path/to/repo")
|
| 139 |
+
sample = ds['train'][0]
|
| 140 |
+
|
| 141 |
+
# Encrypted question and answer are still encrypted
|
| 142 |
+
print(sample['encrypted_question'])
|
| 143 |
+
print(sample['encrypted_answer'])
|
| 144 |
+
```
|
| 145 |
+
|
| 146 |
+
### Decrypt and Use
|
| 147 |
+
|
| 148 |
+
```python
|
| 149 |
+
import json
|
| 150 |
+
import sys
|
| 151 |
+
sys.path.insert(0, 'scripts')
|
| 152 |
+
from encryption_utils import derive_key, decrypt_text
|
| 153 |
+
|
| 154 |
+
key = derive_key("A_Visual_Vertical_Verifiable_Benchmark_for_Multimodal_Browsing_Agents")
|
| 155 |
+
|
| 156 |
+
with open('decrypted.json') as f:
|
| 157 |
+
samples = json.load(f)
|
| 158 |
+
for sample in samples:
|
| 159 |
+
print(f"Q: {sample['question']}")
|
| 160 |
+
print(f"A: {sample['answer']}")
|
| 161 |
+
```
|
| 162 |
+
|
| 163 |
+
## License
|
| 164 |
+
|
| 165 |
+
CC BY 4.0
|
| 166 |
+
|
| 167 |
+
---
|
| 168 |
+
|
| 169 |
+
**Last Updated**: 2026-02-14
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data/images/004_Life_Business.jpg
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data/images/004_Technology_Construction.jpg
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data/images/005_Culture_Art.jpg
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data/images/005_Life_Business_1.jpg
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Git LFS Details
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data/images/005_Science_Biology.jpg
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Git LFS Details
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data/images/005_Society_Economy.jpg
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Git LFS Details
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data/images/005_Technology_Construction.jpg
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Git LFS Details
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data/images/006_Culture_Art.jpg
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Git LFS Details
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data/images/006_Life_Business.jpg
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Git LFS Details
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data/images/006_Science_Biology.jpg
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Git LFS Details
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data/images/006_Society_Economy.jpg
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Git LFS Details
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data/images/006_Technology_Construction.jpg
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Git LFS Details
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data/images/007_Culture_Art.jpg
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Git LFS Details
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data/images/007_Life_Business.jpg
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data/images/007_Science_Biology_1.jpg
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data/images/007_Society_Economy.jpg
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data/images/007_Technology_Construction.jpg
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Git LFS Details
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data/images/008_Culture_Art.jpg
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Git LFS Details
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data/images/008_Life_Business_1.jpg
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data/images/008_Life_Business_2.jpg
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Git LFS Details
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data/images/008_Science_Biology.jpg
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data/images/008_Society_Economy.jpg
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