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SotA/Natural Language Processing/Relation Extraction/WebNLG

Relation Extraction on WebNLG

Metric: F1 (higher is better)

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#Model↕F1▼Extra DataPaperDate↕Code
1UniRel94.7NoUniRel: Unified Representation and Interaction f...2022-11-16Code
2PFN93.6NoA Partition Filter Network for Joint Entity and ...2021-08-27Code
3SPN93.4NoJoint Entity and Relation Extraction with Set Pr...2020-11-03Code
4SPN93.4NoJoint Entity and Relation Extraction with Set Pr...2020-11-03Code
5TDEER93.1No--Code
6TDEER93.1No--Code
7RIFRE92.6No--Code
8TPLinker91.9NoTPLinker: Single-stage Joint Extraction of Entit...2020-10-26Code
9HBT (CasRel)91.8NoA Novel Cascade Binary Tagging Framework for Rel...2019-09-07Code
10RIN (BERT, K=2)90.1NoRecurrent Interaction Network for Jointly Extrac...2020-05-01-
11OpenUE89.9No--Code
12CGT(UniLM)83.4NoContrastive Triple Extraction with Generative Tr...2020-09-14-
13ETL-Span83.1NoJoint Extraction of Entities and Relations Based...2019-09-10Code
14RSAN82.1No--Code
15CopyRE' OneDecoder60.5NoCopyMTL: Copy Mechanism for Joint Extraction of ...2019-11-24Code
16CopyRE MultiDecoder37.1No--Code
17NovelTagging28.3NoJoint Extraction of Entities and Relations Based...2017-06-07Code