WordNet
Benchmarks
TaskDatasetSOTA resultTrendResults
WordNet noun hierarchy (transitive closure) (test)
94.4F1
40
WordNet
47.9BLEU
23
WordNet noun
59.1F1 Score
18
WordNet (test)
49.5Accuracy
15
WordNet single-parent hierarchies (test)
25.2R@1
13
WordNet (test)
89.7Precision (RN)
12
WordNet mammal.n.01 (test)
94F1 Score
10
WordNet worker.n.01 (test)
86F1 Score
10
WordNet group.n.01 (test)
91F1 Score
10
WordNet animal.n.01 (test)
97F1 Score
10
WordNet sub-taxonomies
40.9MR (Mean Rank)
9
WordNet (test)
89.2Precision (Random Negatives)
9
WordNet Noun Hierarchy
53.4F1 Score (0% Coverage)
8
wordnet non-k-uniform (test)
0.89AUC
7
WordNet
100Recall@k
6
WordNet
31Structural Dissimilarity (SD)
6
WordNet
1.8MAD
6
WordNet
3.815TIE
6
WordNet 114 sub-taxonomies (test)
40.5Hit@1
6
WordNet Verb
52.4Scaled MRR
6
WordNet Noun
0.48Scaled MRR
6
Wordnet Verb subgraph (test)
1,286Mean Rank (MR)
6
WordNet Verbs full transitive closure (test)
99.9mAP
5
wordnet
99.4AUC
5
WordNet (4000 withheld edges)
90.6Accuracy
5