| --- |
| 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](https://www.iqb.hu-berlin.de/de/schule/aufgaben/). |
|
|
| 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. |
|
|
