---
dataset_info:
  features:
  - name: prompt
    dtype: string
  - name: choices
    dtype: string
  - name: answer
    dtype: string
  - name: image
    dtype: image
  - name: lang
    dtype: string
  splits:
  - name: ar_img
    num_bytes: 1643935
    num_examples: 101
  - name: en_img
    num_bytes: 1636747
    num_examples: 101
  - name: fr_img
    num_bytes: 1640337
    num_examples: 101
  - name: ar_text
    num_bytes: 81260
    num_examples: 212
  - name: en_text
    num_bytes: 53985
    num_examples: 212
  - name: fr_text
    num_bytes: 62001
    num_examples: 213
  download_size: 5016049
  dataset_size: 5118265
configs:
- config_name: default
  data_files:
  - split: ar_img
    path: data/ar_img-*
  - split: en_img
    path: data/en_img-*
  - split: fr_img
    path: data/fr_img-*
  - split: ar_text
    path: data/ar_text-*
  - split: en_text
    path: data/en_text-*
  - split: fr_text
    path: data/fr_text-*
license: cc-by-4.0
task_categories:
- multiple-choice
language:
- ar
- fr
- en
pretty_name: DrivingExamMCQA
tags:
- driving
---


# **DrivingExamMCQA**

The **DrivingExamMCQA** dataset is a Multiple-Choice Question Answering (MCQA) collection based on *real driving exam questions*. It supports multilingual assessment across three languages: **Arabic (ar)**, **French (fr)**, and **English (en)** (with translations).

---

## **Overview**

Each language includes two modalities:

* **Image-supported questions** (`_img` splits):
  Questions paired with an image (e.g., road signs, traffic scenarios).

* **Text-only questions** (`_text` splits):
  Standard multiple-choice questions without visual context.

---

## **Features**

The dataset includes the following core features:

| Feature Name | Data Type | Description                                                            |
| ------------ | --------- | ---------------------------------------------------------------------- |
| `prompt`     | string    | The driving exam question.                                             |
| `choices`    | string    | The multiple-choice options provided for the prompt.                   |
| `answer`     | string    | The correct answer to the question.                                    |
| `image`      | image     | Associated image (present in `_img` splits; `null` in `_text` splits). |
| `lang`       | string    | Language code (`ar`, `en`, or `fr`).                                   |

---

## **Splits Summary**

The dataset includes six splits organized by language and modality:

| Split Name | Language | Modality | # Examples |
| ---------- | -------- | -------- | ---------- |
| `ar_img`   | Arabic   | Image    | 101        |
| `en_img`   | English  | Image    | 101        |
| `fr_img`   | French   | Image    | 101        |
| `ar_text`  | Arabic   | Text     | 212        |
| `en_text`  | English  | Text     | 212        |
| `fr_text`  | French   | Text     | 213        |

---

## **License**

This dataset is distributed under the **CC-BY-4.0** license.

---

## **Citation**

If you use this dataset, please cite using:

```bibtex
@misc{DrivingExamMCQA,
  title={DrivingExamMCQA: A Multilingual Multimodal Dataset for Driving Exam Question Answering},
  author={Eric Saikali},
  year={2025},
  url={https://huggingface.co/datasets/ESmike/driving_mcqa}
}
```