Taxonomy Expansion on Environment single-parent hierarchies (test)
47.6R@1Polaris
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Polaris2026.04 | 47.6 | 82.6 | 83 | 6.4 | 60.4 | |
| TMN2026.04 | 34.7 | 51.1 | 63.9 | 31.3 | 43.8 | |
| STEAM2026.04 | 34.1 | 55.6 | 65.2 | 27.1 | 44.2 | |
| Gumbel Box2026.04 | 33.6 | 53.3 | 67.5 | 28.7 | 42.5 | |
| Box2026.04 | 32.3 | 51.4 | 65.1 | 34.1 | 41.6 | |
| ConE2026.04 | 26.7 | 48.2 | 60.9 | 36.9 | 38.6 | |
| Arborist2026.04 | 24.9 | 45.2 | 52.5 | 39.1 | 33.7 | |
| HyperExpan2026.04 | 23.9 | 44.3 | 58.8 | 41.6 | 35.3 | |
| HAKE2026.04 | 13.6 | 33.9 | 54.3 | 63.8 | 23.1 | |
| TaxoExpan2026.04 | 12.9 | 37.1 | 49.8 | 56.1 | 28.4 | |
| BERT+MLP2026.04 | 11.1 | 31.8 | 48 | 74.2 | 21.4 | |
| RotatE2026.04 | 6.8 | 21.6 | 43.4 | 97.6 | 12.8 | |
| TransE2026.04 | 5.9 | 19.4 | 41.7 | 108.3 | 11.6 |