Datasets › SROIE
SROIE
Consists of a dataset with 1000 whole scanned receipt images and annotations for the competition on scanned receipts OCR and key information extraction (SROIE).
Image source: https://arxiv.org/pdf/2103.10213.pdf
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 | ||||
|---|---|---|---|---|---|---|
| Key Information Extraction | SROIE | LayoutLMv2LARGE (Excluding OCR mismatch) F1 97.81 | LayoutLMv2: Multi-modal Pre-training for Visually-Rich... | huggingface/transformers +8 | 5 | Compare |
| Token Classification | SROIE | no rows | — | — | 0 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 105. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | 1 | 1 | 29 Sep 2024 | not harvested |
| LAPDoc: Layout-Aware Prompting for Documents | 0 | 1 | 15 Feb 2024 | not harvested |
| LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding | 9 | 3 | 29 Dec 2020 | 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- SROIE
1 variant name, as the archive lists them.
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