Taxonomy Expansion

Benchmarks

Dataset Name	SOTA Method	Metric
SemEval Sci 2016 (test)	LOREX	Accuracy64.7	23	3mo ago
SemEval Env 2016 (test)	LOREX	Accuracy67.3	23	3mo ago
WordNet (test)	LOREX	Accuracy49.5	15	3mo ago
SemEval Food 2016 (test)	FLAME	Accuracy58.7	15	3mo ago
Environment single-parent hierarchies (test)	Polaris	R@147.6	13	1mo ago
WordNet single-parent hierarchies (test)	Polaris	R@125.2	13	1mo ago
Science single-parent hierarchies (test)	Polaris	R@146.1	13	1mo ago
Caltech-UCSD Birds-200 2011 (test)	Polaris	Precision@178.91	10	1mo ago
Science (SCI) SemEval-2016 Task 13	TaxoBell_BC	Chi-Squared13.2	10	3mo ago
WordNet sub-taxonomies	TaxoBell_BC	MR (Mean Rank)40.9	9	3mo ago
Medical Subject Headings (MeSH)	TaxoBell_BC	MR175.4	9	3mo ago
Food SemEval-2015 Task 17	TaxoBell_BC	Mean Rank (MR)36.3	9	3mo ago
SemEval-2016 Task 13 Environment	TaxoBell_BC	Mean Rank (MR)8.3	9	3mo ago
WordNet 114 sub-taxonomies (test)	TEMPORA	Hit@140.5	6	3mo ago
Food (test)	TEMPORA	Hit@10.451	6	3mo ago
Science	TAXBOX	Prec@144.7	3	3mo ago
Environment	TAXBOX	Precision@144.2	3	3mo ago
WordNet	TaxoBell	Chi-Squared Statistic100.62	1	3mo ago

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