infovqa_test_subsampled

## Dataset Description

This is the test set taken from the [InfoVQA dataset](https://www.docvqa.org/datasets/infographicvqa). includes infographics collected from the Internet using the search query “*infographics*”. Questions and answers were manually annotated.
Questions and answers were manually annotated.

Example of data : (see viewer)

### Data Curation
To ensure homogeneity across our benchmarked datasets, we subsampled the original test set to 500 pairs and renamed the different columns.

### Load the dataset

```python
from datasets import load_dataset
ds = load_dataset("vidore/infovqa_test_subsampled", split="test")
```

### Dataset Structure

Here is an example of a dataset instance structure:

```xml
features:
- name: questionId
dtype: string
- name: query
dtype: string
- name: answer
dtype: 'null'
- name: answer_type
dtype: 'null'
- name: image
dtype: image
- name: image_filename
dtype: string
- name: operation/reasoning
dtype: 'null'
- name: ocr
dtype: string
- name: data_split
dtype: string
- name: source
dtype: string
```

## Citation Information

If you use this dataset in your research, please cite the original dataset as follows:

```latex
@misc{mathew_infographicvqa_2021,
title = {{InfographicVQA}},
copyright = {arXiv.org perpetual, non-exclusive license},
url = {https://arxiv.org/abs/2104.12756},
doi = {10.48550/ARXIV.2104.12756},
urldate = {2024-06-02},
publisher = {arXiv},
author = {Mathew, Minesh and Bagal, Viraj and Tito, Rubèn Pérez and Karatzas, Dimosthenis and Valveny, Ernest and Jawahar, C. V},
year = {2021},
note = {Version Number: 2},
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV)},
}
```

## 数据集描述
本数据集为取自[InfoVQA数据集（InfoVQA dataset）](https://www.docvqa.org/datasets/infographicvqa)的测试集，包含通过搜索关键词"*infographics*"从互联网采集的信息图表。问答对均经人工标注。

数据示例：（请查看查看器）

### 数据整理
为确保本基准测试数据集间的同质性，我们将原始测试集下采样至500组问答对，并对各列进行了重命名。

### 数据集加载
python
from datasets import load_dataset
ds = load_dataset("vidore/infovqa_test_subsampled", split="test")

### 数据集结构
以下为数据集实例的结构示例：
xml
features:
- 字段名：问题ID（questionId），数据类型：字符串
- 字段名：查询文本（query），数据类型：字符串
- 字段名：答案（answer），数据类型：空（null）
- 字段名：答案类型（answer_type），数据类型：空（null）
- 字段名：图像（image），数据类型：图像
- 字段名：图像文件名（image_filename），数据类型：字符串
- 字段名：操作/推理逻辑（operation/reasoning），数据类型：空（null）
- 字段名：光学字符识别（Optical Character Recognition，OCR）结果（ocr），数据类型：字符串
- 字段名：数据拆分（data_split），数据类型：字符串
- 字段名：来源（source），数据类型：字符串

## 引用信息
若您在研究中使用本数据集，请按如下格式引用原始数据集：
latex
@misc{mathew_infographicvqa_2021,
title = {{InfographicVQA}},
copyright = {arXiv.org perpetual, non-exclusive license},
url = {https://arxiv.org/abs/2104.12756},
doi = {10.48550/ARXIV.2104.12756},
urldate = {2024-06-02},
publisher = {arXiv},
author = {Mathew, Minesh and Bagal, Viraj and Tito, Rubèn Pérez and Karatzas, Dimosthenis and Valveny, Ernest and Jawahar, C. V},
year = {2021},
note = {Version Number: 2},
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV)},
}