← Relation Extraction

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WebNLG

아카이브 평가 14건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
UniRel	F1 94.7	UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction 2022-11-16	코드 1
PFN	F1 93.6 NER Micro F1 98.0	A Partition Filter Network for Joint Entity and Relation Extraction 2021-08-27	코드 1
SPN	F1 93.4	Joint Entity and Relation Extraction with Set Prediction Networks 2020-11-03	코드 1
TDEER	F1 93.1	TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations 논문 날짜 미기재	코드 1
RIFRE	F1 92.6	Representation Iterative Fusion based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction 2021-05-08	코드 1
TPLinker	F1 91.9	TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking 2020-10-26	코드 1
HBT (CasRel)	F1 91.8	A Novel Cascade Binary Tagging Framework for Relational Triple Extraction 2019-09-07	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
RIN (BERT, K=2)	F1 90.1	Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations 2020-05-01	연결 없음
CGT(UniLM)	F1 83.4	Contrastive Triple Extraction with Generative Transformer 2020-09-14	연결 없음
ETL-Span	F1 83.1	Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy 2019-09-10	코드 1
RSAN	F1 82.1	A Relation-Specific Attention Network for Joint Entity and Relation Extraction 2020-07-01	코드 1
CopyRE' OneDecoder	F1 60.5	CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning 2019-11-24	코드 1 · 코드 2
CopyRE MultiDecoder	F1 37.1	Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism 2018-07-01	코드 1
NovelTagging	F1 28.3	Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme 2017-06-07	코드 1 · 코드 2