---
annotations_creators:
- crowdsourced
language:
- en
language_creators:
- crowdsourced
license:
- cc-by-4.0
multilinguality:
- monolingual
pretty_name: WSDMCup2023
size_categories:
- 10K<n<100K
source_datasets: []
tags: []
task_categories:
- visual-question-answering
task_ids:
- visual-question-answering
dataset_info:
  features:
  - name: image
    dtype: string
  - name: width
    dtype: int64
  - name: height
    dtype: int64
  - name: left
    dtype: int64
  - name: top
    dtype: int64
  - name: right
    dtype: int64
  - name: bottom
    dtype: int64
  - name: question
    dtype: string
  splits:
  - name: train
    num_examples: 38990
  - name: test
    num_examples: 1705
  config_name: wsdmcup2023
---

# Dataset Card for WSDMCup2023

## Dataset Description

- **Homepage:** [Toloka Visual Question Answering Challenge](https://toloka.ai/challenges/wsdm2023)
- **Repository:** [WSDM Cup 2023 Starter Pack](https://github.com/Toloka/WSDMCup2023)
- **Paper:** 
- **Leaderboard:** [CodaLab Competition Leaderboard](https://codalab.lisn.upsaclay.fr/competitions/7434#results)
- **Point of Contact:** research@toloka.ai

### Dataset Summary

The WSDMCup2023 Dataset consists of images associated with textual questions.
One entry (instance) in our dataset is a question-image pair labeled with the ground truth coordinates of a bounding box containing
the visual answer to the given question. The images were obtained from a CC BY-licensed subset of the Microsoft Common Objects in
Context dataset, [MS COCO](https://cocodataset.org/). All data labeling was performed on the [Toloka crowdsourcing platform](https://toloka.ai/).

The dataset has 45,199 instances split among three subsets: train (38,990 instances), public test (1,705 instances),
and private test (4,504 instances). The entire train dataset will be available for everyone from the start of the challenge.
The public test dataset will be available during the evaluation phase of the competition but without any ground truth labels.
The private test dataset will not be available until the challenge ends.