Taxonomy Expansion on WordNet (test)
49.5AccuracyLOREX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOREXBackbone=8B, Configuration=3.1I2025.05 | 49.5 | 84.5 | |
| LOREXBackbone=7B, Configuration=2C2025.05 | 49.1 | 83.2 | |
| LOREXBackbone=8B, Configuration=3I2025.05 | 48.2 | 82.9 | |
| FLAME2025.05 | 45.2 | 71.5 | |
| TacoPrompt2025.05 | 44.8 | 72.3 | |
| TaxoPrompt2025.05 | 38.5 | 68.2 | |
| TaxoComplete2025.05 | 28.3 | 56.2 | |
| HEF2025.05 | 28.1 | 64.5 | |
| Musubu2025.05 | 25.6 | 61.4 | |
| TEMP2025.05 | 24.6 | 61.2 | |
| BoxTaxo2025.05 | 22.3 | 58.7 | |
| STEAM2025.05 | 21.4 | 59.8 | |
| TaxoExpan2025.05 | 17.3 | 57.6 | |
| TAXI2025.05 | 11.5 | 38.7 | |
| BERT+MLP2025.05 | 9.2 | 43.5 |