| | --- |
| | dataset_info: |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: image |
| | dtype: image |
| | - name: image_filename |
| | dtype: string |
| | - name: url |
| | dtype: string |
| | - name: question |
| | dtype: string |
| | - name: answer |
| | dtype: string |
| | - name: relevant |
| | sequence: int64 |
| | - name: bounding_boxes |
| | list: |
| | - name: id |
| | dtype: int64 |
| | - name: ocr_info |
| | list: |
| | - name: bbox |
| | struct: |
| | - name: height |
| | dtype: int64 |
| | - name: width |
| | dtype: int64 |
| | - name: x |
| | dtype: int64 |
| | - name: 'y' |
| | dtype: int64 |
| | - name: confidence |
| | dtype: int64 |
| | - name: word |
| | dtype: string |
| | - name: shape |
| | struct: |
| | - name: height |
| | dtype: int64 |
| | - name: width |
| | dtype: int64 |
| | - name: x |
| | dtype: int64 |
| | - name: 'y' |
| | dtype: int64 |
| | - name: structure |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 2057078991.77 |
| | num_examples: 21015 |
| | - name: val |
| | num_bytes: 278965434.079 |
| | num_examples: 2839 |
| | - name: test |
| | num_bytes: 1559157217.12 |
| | num_examples: 6708 |
| | download_size: 2271456645 |
| | dataset_size: 3895201642.969 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | - split: val |
| | path: data/val-* |
| | - split: test |
| | path: data/test-* |
| | task_categories: |
| | - visual-question-answering |
| | - question-answering |
| | language: |
| | - en |
| | size_categories: |
| | - 10K<n<100K |
| | extra_gated_prompt: >- |
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| | EXHIBIT A |
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| | - data |
| | extra_gated_fields: |
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| | extra_gated_button_content: Submit |
| | --- |
| | # VisualMRC |
| | #### [VisualMRC: Machine Reading Comprehension on Document Images](https://huggingface.co/datasets/NTT-hil-insight/visualmrc) |
| |
|
| | 📖 [arXiv](https://arxiv.org/pdf/2101.11272) 🌐 [github](https://github.com/nttmdlab-nlp/VisualMRC) |
| |
|
| | VisualMRC is a visual machine reading comprehension dataset that proposes a task: given a question and a document image, a model produces an abstractive answer. |
| |
|
| |
|
| |
|
| | ## Citation and contact |
| | If you use this dataset, please cite our work: |
| | ``` |
| | @inproceedings{VisualMRC2021, |
| | author = {Ryota Tanaka and |
| | Kyosuke Nishida and |
| | Sen Yoshida}, |
| | title = {VisualMRC: Machine Reading Comprehension on Document Images}, |
| | booktitle = {AAAI}, |
| | year = {2021} |
| | } |
| | ``` |
