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WordNet dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

WordNet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Asymmetric representation learning

WordNet

96.1R-Acc

4

Word embedding reconstruction

WordNet noun hierarchy transitive closure

86mAP

3

Pair-wise edge prediction

wordnet non-k-uniform (test)

0.923AUC

2

Hierarchical Ancestor Retrieval

WordNet noun hierarchy (100 stratified leaf nodes)

0.79Kendall's τ

1

Taxonomy Expansion

WordNet

100.62Chi-Squared Statistic

1

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Popular tasks

Taxonomy Expansion Subtree Classification Link Prediction Taxonomy Enrichment Binary Classification

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