Datasets › EPHOIE
EPHOIE (phtnsantader@gmail.com)
EPHOIE is a fully-annotated dataset which is the first Chinese benchmark for both text spotting and visual information extraction. EPHOIE consists of 1,494 images of examination paper head with complex layouts and background, including a total of 15,771 Chinese handwritten or printed text instances.
Source: Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution
Image source: https://github.com/HCIILAB/EPHOIE
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Document AI | EPHOIE | LayoutLMv3 Average F1 99.21 | LayoutLMv3: Pre-training for Document AI with Unified... | huggingface/transformers +3 | 1 | Compare |
| Key Information Extraction | EPHOIE | LayoutLMv3 Average F1 99.21 | LayoutLMv3: Pre-training for Document AI with Unified... | huggingface/transformers +3 | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 21. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | 4 | 2 | 18 Apr 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Hundred Finance Hundred Finance ($HND) is now available on Moonriver 💜 02/15/2022
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- EPHOIE
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections