← Open Information Extraction

Papers with Code · CC BY-SA 4.0

OIE2016

아카이브 평가 12건 · 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
DeepEx (zero-shot)	F1 72.6 AUC 58.6	Zero-Shot Information Extraction as a Unified Text-to-Triple Translation 2021-09-23	코드 1
DeepStruct multi-task w/ finetune	F1 71.3	DeepStruct: Pretraining of Language Models for Structure Prediction 2022-05-21	코드 1
Deepstruct multi-task	F1 71.2	DeepStruct: Pretraining of Language Models for Structure Prediction 2022-05-21	코드 1
SpanOIE [48]	F1 69.4	A Survey on Neural Open Information Extraction: Current Status and Future Directions 2022-05-24	연결 없음
SpanOIE	F1 68.65	Span Model for Open Information Extraction on Accurate Corpus 2019-01-30	코드 1
LLaMA-2-70B w/ Selected Demo & Uncertainty	F1 65.8	Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty 2023-09-07	연결 없음
GPT-3.5-Turbo w/ Selected Demo & Uncertainty	F1 65.1	Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty 2023-09-07	연결 없음
RnnOIE [36]	F1 62	A Survey on Neural Open Information Extraction: Current Status and Future Directions 2022-05-24	연결 없음
OpenIE4 [26]	F1 60	A Survey on Neural Open Information Extraction: Current Status and Future Directions 2022-05-24	연결 없음
ClausIE [9]	F1 59	A Survey on Neural Open Information Extraction: Current Status and Future Directions 2022-05-24	연결 없음
LLaMA-2-13B w/ Selected Demo & Uncertainty	F1 36.9	Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty 2023-09-07	연결 없음
Deepstruct zero-shot	F1 28.1	DeepStruct: Pretraining of Language Models for Structure Prediction 2022-05-21	코드 1