Open Information Extraction On Carb

Metrics

Results

Performance results of various models on this benchmark

Model Name	F1	Paper Title	Repository
SpanOIE [48]	48.5	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
OpenIE 6 (CIGL-OIE)	54	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
OpenIE 5	46.7	Open Information Extraction from Conjunctive Sentences	-
ClausIE [9]	45	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
OpenIE6	52.7	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
OpenIE4	51.6	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
OpenIE4	51.6	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
LLaMA-2-13B w/ Selected Demo & Uncertainty	36.2	Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty	-
ClausIE	45	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
GPT-3.5-Turbo w/ Selected Demo & Uncertainty	52.1	Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty	-
RnnOIE	49	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
IMoJIE	53.3	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
OLLIE	41.1	-	-
SpanOIE	48.5	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
PropS	31.9	Getting More Out Of Syntax with PropS	-
NOIE	51.1	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
MacroIE	54.8	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
RnnOIE	49	A Survey on Neural Open Information Extraction: Current Status and Future Directions	-
MinIE	41.9	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
IMoJIE	53.5	OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction

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