Document-level Relation Extraction

Benchmarks

Dataset Name	SOTA Method	Metric
DocRED (dev)	ROBERTa-ATLOP_LARGE	F1 Score63.18	235	1mo ago
DocRED (test)	KD-DocRE-RoBERTa_large	F1 Score64.03	183	1mo ago
DocRED 1.0 (test)	CGM2IR-RoBERTa_large	F163.89	51	3mo ago
DocRED 1.0 (dev)	GAIN + SIEF	F162.24	42	3mo ago
Re-DocRED (test)	DREEAM	Ignored F1 Score80.39	38	3mo ago
CDR (test)	Dense-CCNet	F1 Score77.06	24	3mo ago
DWIE (test)	VaeDiff-DocRE	Ignored F166.44	21	3mo ago
DWIE (dev)	VaeDiff-DocRE	Ignored F161.51	21	3mo ago
Re-DocRED 1.0 (test)	VaeDiff-DocRE	Overall F1 Score79.03	20	3mo ago
GDA (test)	Dense-CCNet	F1 Score86.44	19	3mo ago
Re-DocRED 1.0 (dev)	VaeDiff-DocRE	F1 Score79.19	17	3mo ago
DocRED Long-Tail Triples (dev)	DREEAM	Precision0.4387	16	3mo ago
Re-DocRED extreme long-tail (test)	ATLOP	Precision0.5962	16	3mo ago
Env-Re-DocRED revised entity name variation (test)	NCRL-RoBERTa_large + EVRT	Ignored F168.87	12	3mo ago
Env-DocRED entity name variation (test)	KD-DocRE-RoBERTa_large + EVRT	Ignored F156.5	12	3mo ago
CodRED Closed (test)	KXDocRE ECC	F1 Score66.3	8	3mo ago
CodRED Closed (dev)	KXDocRE ECC	F1 Score0.6497	8	3mo ago
ChemDisGene (test)	TTM-RE	F1 Score53.59	8	3mo ago
CodRED Open (test)	KXDocRE ECC	F1 Score57.93	7	3mo ago
CodRED Open (dev)	KXDocRE ECC	F1 Score56.7	7	3mo ago
Re-DocRED Long-Tail Triples 1.0 (test)	DREEAM-DOREMI	Precision75.75	6	3mo ago
Re-DocRED Full Dataset 1.0 (test)	DREEAM-DOREMI	Precision79.39	6	3mo ago
Re-DocRED revised (test)	SSR-PU	Ign F177.67	6	3mo ago
HacRED (test)	ERA	F1 Score78.27	2	3mo ago

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