Imaging · dataset · 2026
PureDocBench
Listed in Hugging Face Datasets
Main Leaderboard 58 models · 3 matched tracks · 🏆 Search, filter & sort the leaderboard → The current evaluation covers 13 pipeline / multi-stage specialists, 19 end-to-end specialists, and 26 general-purpose VLMs.
Description
Each track contains 1,475 pages. The top 10 by the three-track mean, Avg₃, are shown below.
Rank Model (release) Type Clean ↑ Digital ↑ Real ↑ Avg₃ ↑ 1 GLM-5.3-Flash (2026-08) General VLM 83.04 81.03 74.99 79.69 2 TeleOCR (2026-08) Pipeline 87.16 79.40… See the full description on the dataset page: huggingface.co/datasets/zhihengli-casia/puredocbench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/zhihengli-casia/puredocbench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2605.07492 arxiv.org/abs/2605.07492 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/zhihengli-casia/puredocbench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- document · document question answering · image · image to text
- From keywords
- Computer Science & AI · Image · Optical character recognition
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | zhihengli-casia/puredocbench | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[method].local:method:ocr | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['ocr'] |
| concepts[modality].hf_modality:document | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['image'] |
| concepts[task].hf_task:document-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |