Datasets › SciREX
SciREX
SCIREX is a document level IE dataset that encompasses multiple IE tasks, including salient entity identification and document level N-ary relation identification from scientific articles. The dataset is annotated by integrating automatic and human annotations, leveraging existing scientific knowledge resources.
Source: SCIREX: A Challenge Dataset for Document-Level Information Extraction
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 | ||||
|---|---|---|---|---|---|---|
| 4-ary Relation Extraction | SciREX | TempGen Avg. F1 3.55 | Document-level Entity-based Extraction as Template Generation | PlusLabNLP/TempGen | 1 | Compare |
| Binary Relation Extraction | SciREX | TempGen Avg. F1 14.47 | Document-level Entity-based Extraction as Template Generation | PlusLabNLP/TempGen | 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 33. 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 | |||
|---|---|---|---|---|
| Document-level Entity-based Extraction as Template Generation | 1 | 2 | 10 Sep 2021 | ran 0 of 10 samples (10 unverified) |
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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SciREX
1 variant name, as the archive lists them.
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