Datasets › SIBR
SIBR (SIBR Dataset for VIE in the Wild)
SIBR是面向自然场景视觉信息抽取的数据集。
1）SIBR总的有1000张图片，400张测试，600张训练，包括中文、英文两种语言。 2）包含images.zip、label.zip、train.txt、test.txt四个文件，images.zip、label.zip中包含所有图片和标签，通过train.txt和test.txt区分训练和测试。 3）标注规则与FUNSD、XFUND一致，实体类别包括header、question、answer、other四类，但与之不同的是除了提供link id之外，还标注了link type。link type包括inter以及intra两种，inter表示实体间的link，也即是一对kv对之间的link；而intra表示同一个实体内部segment之间的link。通过intra将多行文字组成一个实体，通过inter将实体组成kv对。
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Key-value Pair Extraction | SIBR | PEneo (LayoutLMv3_base_chinese) key-value pair F1 82.52 | PEneo: Unifying Line Extraction, Line Grouping, and... | ZeningLin/PEneo | 7 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers 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 14. 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 | |||
|---|---|---|---|---|
| PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction | 1 | 3 | 7 Jan 2024 | not harvested |
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | 4 | 1 | 18 Apr 2022 | not harvested |
| LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding | 5 | 1 | 28 Feb 2022 | ran 2 of 3 samples (1 unverified) |
| OCR-free Document Understanding Transformer | 5 | 1 | 30 Nov 2021 | ran 0 of 9 samples (9 unverified) |
| LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding | 6 | 1 | 18 Apr 2021 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
No variants listed.
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