Datasets:

DFKI-SLT
/

SEGData

task_categories:
  - visual-question-answering
language:
  - de
tags:
  - vera
  - math
  - vlm
  - school
pretty_name: SEGData (Standardised Educational German Data)
size_categories:
  - n<1K
dataset_info:
  features:
    - name: image
      dtype: image
    - name: description
      dtype: string
    - name: text
      dtype: string
    - name: answers
      list: string
    - name: gold_answer
      dtype: string
    - name: id
      dtype: string
    - name: question_type
      dtype: string
    - name: class
      dtype: string
    - name: added_multiplechoice
      dtype: bool
    - name: source
      dtype: string
  splits:
    - name: train
      num_bytes: 27789550
      num_examples: 395
  download_size: 27681251
  dataset_size: 27789550
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

SEGData (Standardised Educational German Data)

The original data is designed by the Institut zur Qualitätsentwicklung im Bildungswesen to test German school children in classes 3, 8 and 12. It is freely accessible at their website.

The licence is specific to the task and image. Most are accessible under the CC BY licence. See the source column for more information.

Dataset preprocessing

Only a subset of the available data from the original test is used for this dataset. First, only tasks of classes 3 and 8 were chosen and only the category "Testaufgaben".

All tasks were removed that

contain no image
could be solved without an image
requires image generation for solving the task

All tasks were transformed into a multiple-choice format. For cloze tests and reasoning tasks, answering options were generated and their order was randomized.