Datasets › CaRB
CaRB (Crowdsourced automatic open Relation extraction Benchmark)
CaRB [Bhardwaj et al., 2019] is developed by re-annotating the dev and test splits of OIE2016 via crowd-sourcing. Besides improving annotation quality, CaRB also provides a new matching scorer. CaRB scorer uses token level match and it matches relation with relation, arguments with arguments.
Source: https://arxiv.org/pdf/2205.11725.pdf (section 3.1)
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 | ||||
|---|---|---|---|---|---|---|
| Open Information Extraction | CaRB | MacroIE F1 54.8 | A Survey on Neural Open Information Extraction: Current... | — | 29 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 35. 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 | |||
|---|---|---|---|---|
| Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty | 0 | 3 | 7 Sep 2023 | not harvested |
| A Survey on Neural Open Information Extraction: Current Status and Future Directions | 0 | 10 | 24 May 2022 | not harvested |
| OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction | 1 | 10 | 7 Oct 2020 | not harvested |
| Multi²OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT | 1 | 1 | 17 Sep 2020 | ran 6 of 7 samples (1 unverified) |
| Open Information Extraction from Conjunctive Sentences | 0 | 1 | 1 Aug 2018 | not harvested |
| Demonyms and Compound Relational Nouns in Nominal Open IE | 2 | 1 | 1 Jun 2016 | not harvested |
| Getting More Out Of Syntax with PropS | 0 | 1 | 4 Mar 2016 | not harvested |
| Open Language Learning for Information Extraction | 0 | 1 | 1 Jul 2012 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
No language tagged.
Variants archive 2025-07-28
- CaRB
1 variant name, as the archive lists them.
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