EVisRAG-Test-DocVQA

**Dataset Description**

This is a VQA dataset on Document Images from [DocVQA](https://arxiv.org/abs/2007.00398).

**Load the dataset**
```python
import pandas as pd
import os
import sys
data_name = sys.argv[1]
df = pd.read_parquet(f"data/{data_name}/images.parquet", engine="pyarrow")
output_dir = f"data/{data_name}"
os.makedirs(f"{output_dir}/imgs", exist_ok=True)
for idx, row in df.iterrows():
img_bytes = row['image']['bytes']
output_path = os.path.join(output_dir, row["path"])
with open(output_path, "wb") as f:
f.write(img_bytes)
```

**数据集描述**
本数据集为源自[DocVQA](https://arxiv.org/abs/2007.00398)的文档图像视觉问答（Visual Question Answering, VQA）数据集。

**数据集加载**
python
import pandas as pd
import os
import sys
data_name = sys.argv[1]
df = pd.read_parquet(f"data/{data_name}/images.parquet", engine="pyarrow")
output_dir = f"data/{data_name}"
os.makedirs(f"{output_dir}/imgs", exist_ok=True)
for idx, row in df.iterrows():
img_bytes = row['image']['bytes']
output_path = os.path.join(output_dir, row["path"])
with open(output_path, "wb") as f:
f.write(img_bytes)

搜集汇总

背景与挑战

背景概述

该数据集名为EVisRAG-Test-DocVQA，是一个用于文档图像视觉问答（VQA）的测试集，源自DocVQA。它由OpenBMB发布，遵循Apache License 2.0许可，并于2025年12月08日更新。