Open Information Extraction

Benchmarks

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

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