Open Information Extraction On Benchie

Metrics

F1

Precision

Recall

Results

Performance results of various models on this benchmark

				Paper Title
ClausIE	0.34	0.50	0.26	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
MinIE	-	0.43	0.28	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
CompactIE	0.318	0.414	0.258	CompactIE: Compact Facts in Open Information Extraction
M2OIE (EN)	0.23	0.39	-	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
ROIE-T	0.13	0.37	0.08	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
OpenIE6	0.25	0.31	0.21	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
M2OIE (ZH)	0.17	0.26	0.13	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
ROIE-N	0.13	0.20	0.09	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
Stanford OIE	0.13	0.11	0.16	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
M2OIE (DE)	0.04	0.09	0.03	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation
Naive OIE	0.03	0.03	0.02	BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation

0 of 11 row(s) selected.

Open Information Extraction On Benchie | SOTA | HyperAI