paper-with-me

Relation Extraction 벤치마크

Relation Extraction on GDA

9개 결과 · ⬇ CSV · JSON

F1

82.2 83.42 84.65 85.88 87.1 2020-05 2026-11 LSR w/o MDP Nodes — 82.2 (2020-05-13) SciBERT-ATLOPBASE — 83.9 (2020-10-21) SSANBiaffine — 83.9 (2021-02-20) DocuNet-SciBERTbase — 85.3 (2021-06-07) SAISORE+CR+ET-SciBERT — 87.1 (2021-09-24) CGM2IR-SciBERTbase — 84.7 (2022-01-13) Dense-CCNet-SciBERTbase — 86.44 (2022-03-26) seq2rel (entity hinting) — 84.9 (2022-04-03) DRE-MIR-SciBERT — 86.4 (2022-04-21) LSR w/o MDP Nodes — 82.2 (2020-05-13) SciBERT-ATLOPBASE — 83.9 (2020-10-21) DocuNet-SciBERTbase — 85.3 (2021-06-07) SAISORE+CR+ET-SciBERT — 87.1 (2021-09-24)
RankModel F1 PaperCodeYear
1 SAISORE+CR+ET-SciBERT 87.1 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction xiaoyuxin1002/sais 2021
2 Dense-CCNet-SciBERTbase 86.44 A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction 2022
3 DRE-MIR-SciBERT 86.4 A Masked Image Reconstruction Network for Document-level Relation Extraction 2022
4 DocuNet-SciBERTbase 85.3 Document-level Relation Extraction as Semantic Segmentation zjunlp/DocuNet · wutong8023/Awesome_Information_Extraction 2021
5 seq2rel (entity hinting) 84.9 A sequence-to-sequence approach for document-level relation extraction johngiorgi/seq2rel · JohnGiorgi/seq2rel-ds 2022
6 CGM2IR-SciBERTbase 84.7 Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning 2022
7 SciBERT-ATLOPBASE 83.9 Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling wzhouad/ATLOP 2020
7 SSANBiaffine 83.9 Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction PaddlePaddle/Research · BenfengXu/SSAN · fduyjx/rsman 2021
9 LSR w/o MDP Nodes 82.2 Reasoning with Latent Structure Refinement for Document-Level Relation Extraction nanguoshun/LSR · scofield7419/DiaRE-D2G 2020
1–9 / 9 페이지당 10 20 50 100