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아카이브 평가 61건 · 마지막 적재/변경 2026-10-30

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
DREEAM	F1 67.53 Ign F1 65.47	DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction 2023-02-17	코드 1
KD-Rb-l	F1 67.28 Ign F1 65.24	Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation 2022-03-21	코드 1
SSAN-RoBERTa-large+Adaptation	F1 65.92 Ign F1 63.78	Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction 2021-02-20	코드 1 · 코드 2 · 코드 3
SAIS-RoBERTa-large	F1 65.11 Ign F1 63.44	SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction 2021-09-24	코드 1
Eider-RoBERTa-large	F1 64.79 Ign F1 62.85	Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion 2021-06-16	코드 1
DocuNet-RoBERTa-large	F1 64.55 Ign F1 62.4	Document-level Relation Extraction as Semantic Segmentation 2021-06-07	코드 1 · 코드 2
CGM2IR-RoBERTalarge	F1 63.89 Ign F1 61.96	Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning 2022-01-13	연결 없음
SETE-Roberta-large	F1 63.74 Ign F1 61.78	Document-Level Relation Extraction with Structure Enhanced Transformer Encoder 2022-07-11	연결 없음
ATLOP-RoBERTa-large	F1 63.40 Ign F1 61.39	Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling 2020-10-21	코드 1
DRE-MIR-BERTbase	F1 63.15 Ign F1 61.03	A Masked Image Reconstruction Network for Document-level Relation Extraction 2022-04-21	연결 없음
SAIS-BERT-base	F1 62.77 Ign F1 60.96	SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction 2021-09-24	코드 1
GAIN-BERT-large	F1 62.76 Ign F1 60.31	Double Graph Based Reasoning for Document-level Relation Extraction 2020-09-29	코드 1 · 코드 2
Dense-CCNet-BERTbase	F1 62.55 Ign F1 60.46	A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction 2022-03-26	연결 없음
E2GRE-RoBERTa-large	F1 62.50 Ign F1 60.30	Entity and Evidence Guided Relation Extraction for DocRED 2020-08-27	연결 없음
Eider-BERT-base	F1 62.47 Ign F1 60.42	Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion 2021-06-16	코드 1
SagDRE	F1 62.32 Ign F1 60.11	SagDRE: Sequence-Aware Graph-Based Document-Level Relation Extraction with Adaptive Margin Loss 2021-11-16	코드 1
GAIN+SIEF	F1 62.29 Ign F1 59.87	Document-Level Relation Extraction with Sentences Importance Estimation and Focusing 2022-04-27	코드 1
CGM2IR-BERTbase	F1 62.06 Ign F1 60.24	Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning 2022-01-13	연결 없음
SIRE-BERT-base	F1 62.05 Ign F1 60.18	SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction 2021-06-03	코드 1
MRN+BERT	F1 61.74 Ign F1 59.52	MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction 논문 날짜 미기재	코드 1
ATLOP + LogiRE	F1 61.45 Ign F1 59.48	Learning Logic Rules for Document-level Relation Extraction 2021-11-09	코드 1
SSAN-RoBERTa-large	F1 61.42 Ign F1 59.47	Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction 2021-02-20	코드 1 · 코드 2 · 코드 3
ATLOP + KIRE	F1 61.39 Ign F1 59.35	Enhancing Document-level Relation Extraction by Entity Knowledge Injection 2022-07-23	코드 1
DRN-BERT-base	F1 61.37 Ign F1 59.15	Discriminative Reasoning for Document-level Relation Extraction 2021-06-03	코드 1 · 코드 2
ERACL	F1 61.36 Ign F1 59.08	Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning 2022-05-21	연결 없음
ATLOP-BERT-base	F1 61.30 Ign F1 59.31	Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling 2020-10-21	코드 1
GAIN-BERT	F1 61.24 Ign F1 59.00	Double Graph Based Reasoning for Document-level Relation Extraction 2020-09-29	코드 1 · 코드 2
CorefDRE- BERT	F1 60.82 Ign F1 60.78	CorefDRE: Document-level Relation Extraction with coreference resolution 2022-02-22	연결 없음
GAIN + LogiRE	F1 60.61 Ign F1 58.62	Learning Logic Rules for Document-level Relation Extraction 2021-11-09	코드 1
JEREX-BERT-base	F1 60.40 Ign F1 58.44	An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning 2021-02-11	코드 1