| dataset_info: | |
| config_name: funsd | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: tokens | |
| sequence: string | |
| - name: bboxes | |
| sequence: | |
| sequence: int64 | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': O | |
| '1': B-HEADER | |
| '2': I-HEADER | |
| '3': B-QUESTION | |
| '4': I-QUESTION | |
| '5': B-ANSWER | |
| '6': I-ANSWER | |
| - name: image | |
| dtype: image | |
| splits: | |
| - name: train | |
| num_bytes: 27288633.0 | |
| num_examples: 149 | |
| - name: test | |
| num_bytes: 9931720.0 | |
| num_examples: 50 | |
| download_size: 35837449 | |
| dataset_size: 37220353.0 | |
| configs: | |
| - config_name: funsd | |
| data_files: | |
| - split: train | |
| path: funsd/train-* | |
| - split: test | |
| path: funsd/test-* | |
| default: true | |
| <div align="center"> | |
| # Neural Metrics · Noisy scanned forms with key-value ground truth. | |
| <img src="https://img.shields.io/badge/Neural%20Metrics-document%20extraction-4F46E5?style=for-the-badge" alt="Neural Metrics" /> | |
| <img src="https://img.shields.io/badge/fork%20of-nielsr%2Ffunsd--layoutlmv3-2563EB?style=flat-square" alt="fork" /> | |
| </div> | |
| FUNSD is a small, deliberately grubby set of scanned forms annotated with entities and the links between them. It is the classic sanity check for form understanding. | |
| **We use it for:** key-value pair extraction - entity linking on forms - checking that a model degrades gracefully on genuinely bad scans. | |
| > ### Attribution | |
| > This is an **unmodified fork** of [`nielsr/funsd-layoutlmv3`](https://huggingface.co/datasets/nielsr/funsd-layoutlmv3), created by the [Qwen team](https://huggingface.co/Qwen). | |
| > All weights, files and behaviour are identical to upstream — we rehost it so our experiments stay | |
| > reproducible and version-pinned. The original license and all credit remain with the Qwen team. | |
| > If you want the canonical dataset, please use [the original](https://huggingface.co/datasets/nielsr/funsd-layoutlmv3). | |
| --- | |
| <details> | |
| <summary><b>Original dataset card from nielsr/funsd-layoutlmv3</b> (click to expand)</summary> | |
| </details> | |