Open Information Extraction on OIE2016

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	DeepEx (zero-shot)	72.6	Yes	Zero-Shot Information Extraction as a Unified Te...	2021-09-23	Code
2	DeepStruct multi-task w/ finetune	71.3	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code
3	Deepstruct multi-task	71.2	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code
4	SpanOIE [48]	69.4	No	A Survey on Neural Open Information Extraction: ...	2022-05-24	-
5	SpanOIE	68.65	No	Span Model for Open Information Extraction on Ac...	2019-01-30	Code
6	LLaMA-2-70B w/ Selected Demo & Uncertainty	65.8	No	Improving Open Information Extraction with Large...	2023-09-07	-
7	GPT-3.5-Turbo w/ Selected Demo & Uncertainty	65.1	No	Improving Open Information Extraction with Large...	2023-09-07	-
8	RnnOIE [36]	62	No	A Survey on Neural Open Information Extraction: ...	2022-05-24	-
9	OpenIE4 [26]	60	No	A Survey on Neural Open Information Extraction: ...	2022-05-24	-
10	ClausIE [9]	59	No	A Survey on Neural Open Information Extraction: ...	2022-05-24	-
11	LLaMA-2-13B w/ Selected Demo & Uncertainty	36.9	No	Improving Open Information Extraction with Large...	2023-09-07	-
12	Deepstruct zero-shot	28.1	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code