SOTA Open Information Extraction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
CaRB (test)	IMOJIE	F1 Score56.8	53	4d ago
OIE 2016 (test)	SpanOIE_prev	F169.42	32	4d ago
Re-OIE 2016 (test)	Multi²OIE	AUC74.6	20	4d ago
PENN	DEEPEX	F1 Score88.5	18	3d ago
NYT	DEEPEX	F1 Score85.5	18	3d ago
WEB	DEEPEX	F191.2	18	3d ago
OIE 2016	DEEPEX	F1 Score72.6	18	3d ago
ReOIE (test)	SpanOIE	F1 Score77	13	4d ago
LSOIE sci (test)	SMiLe-OIE	F1 Score60.51	12	4d ago
LSOIE wiki (test)	SMiLe-OIE	F1 Score51.73	12	4d ago
Wire57-C standard (test)	OpenIE6	F1 Score40	12	4d ago
CaRB 1-1 one-to-one mapping variant (test)	OpenIE6	F1 Score46.4	12	4d ago
CaRB standard (test)	CIGL-OIE	F1 Score54	12	4d ago
LSOIE original (combined test)	DetIE	F1 Score71.4	10	4d ago
BenchIE binary English		F1 Score33.9	10	4d ago
CaRB-nary English	OIE6	F1 Score52.7	10	4d ago
SWDE University	DOM-LM	Pair F177.5	8	4d ago
SWDE Movie	DOM-LM	Pair F10.875	8	4d ago
BenchIE		Precision42.9	6	4d ago
Wire57 (test)	COMPACTIE	Precision (P)41.4	6	4d ago
CaRB Manual Subset (100 sentences) (val)	IMoJIE	Precision90	6	4d ago
DocOIE Transportation 1.0 (test)	DocIE	AUC38.5	6	4d ago
DocOIE Healthcare 1.0 (test)	DocIE	AUC47.4	6	4d ago
BenchIE Galician (test)	MILIE	F1 Score18.3	5	4d ago
BenchIE German (test)	MILIE	F1 Score10.3	5	4d ago

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