---
license: cc
task_categories:
- multiple-choice
language:
- eu
- en
---
# 
A-OK-VQA-eu (Basque Translation • 5 K Sample)

## 📚 Overview
*A-OK-VQA-eu* is a **Basque-language** subset of the original *A-OKVQA* knowledge-based visual question-answering benchmark. A **random sample of 5 000 English QA pairs** was translated into Basque with **HiTZ/Latxa-Llama-3.1-70B-Instruct**; roughly 20 % of those translations were manually post-edited to ensure fluency and adequacy.

**Important:** This is **not the official dataset**. It is an independent community translation intended to support Basque-speaking researchers and practitioners.

## ✍️ Authors & Acknowledgements
- **Original dataset:** *A-OKVQA* — © 2022 A-OKVQA Team  
- **Basque translation & curation:** <Your Name / HiTZ>, 2025  
  • Automatic translation with Latxa-Llama-70B  
  • Manual review of ≈ 1 000 samples  

If you use this Basque split, please cite both the original A-OKVQA dataset and this translation (see Citation section).

The JSONL schema mirrors the English source: 
1. image: Image related to the instruction
2. question: Question related to the image
3. choices: Possible choices for the multiple choice task
4. correct_choice_idx: Index of the correct answer from the choices
5. question_id: Unique identifier for the sample
 
## 🔧 How We Built It
1. **Sample selection** – Uniform random sample of 5 000 QA pairs from the official training split  
2. **Machine translation** – HiTZ/Latxa-Llama-3.1-70B-Instruct  

No images were added or removed.

## 🚦 Limitations & Ethical Considerations
- **Non-official:** The A-OKVQA team has not reviewed or endorsed this edition; meaning shifts may remain.  
- **Sampling bias:** Only 5 000 of the original examples are included; results may not generalize to the full benchmark.  
- **Model biases:** Latxa-Llama-70B can introduce or amplify biases present in either the source data or the MT system.
- 
## 💻 Quick Start
```
from datasets import load_dataset

ds = load_dataset(
"your-hf-org/aokvqa-eu",
split="train"
)
```
All fields mirror the English original; only textual content is localized.

## 📜 License
This translation inherits the **same license** as the upstream A-OKVQA dataset (CC-BY-SA-4.0). By downloading or using these files, you agree to comply with that license, including proper attribution to both the A-OKVQA authors and the Basque translation contributors.

## 🏷️ Citation
@misc{schwenk2022aokvqabenchmarkvisualquestion,
      title={A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge}, 
      author={Dustin Schwenk and Apoorv Khandelwal and Christopher Clark and Kenneth Marino and Roozbeh Mottaghi},
      year={2022},
      eprint={2206.01718},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2206.01718}, 
}
---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: question
    dtype: string
  - name: choices
    dtype: string
  - name: correct_choice_idx
    dtype: string
  - name: question_id
    dtype: string
  splits:
  - name: en
    num_bytes: 134122888.485
    num_examples: 2501
  - name: eu
    num_bytes: 133968224.508
    num_examples: 2499
  download_size: 269240884
  dataset_size: 268091112.993
configs:
- config_name: default
  data_files:
  - split: en
    path: data/en-*
  - split: eu
    path: data/eu-*
---