Hierarchy Expansion on MAVEN
43.75Taxonomy PrecisionConceptE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ConceptECluster source=Golden2026.06 | 43.75 | 59.17 | 50.3 | |
| ConceptECluster source=Predicted2026.06 | 41.25 | 55.42 | 47.3 | |
| HALTONCluster source=Golden2026.06 | 39.38 | 59.38 | 47.35 | |
| HALTONCluster source=Predicted2026.06 | 34.79 | 52.5 | 41.85 | |
| Type_SimilarityCluster source=Golden2026.06 | 27.91 | 32.5 | 30.03 | |
| TABS+GECluster source=Predicted2026.06 | 27.82 | 32.03 | 29.78 | |
| TABS+GECluster source=Golden2026.06 | 27.53 | 40.42 | 32.75 | |
| LLMs_PromptCluster source=Golden2026.06 | 27.5 | 21.5 | 23.97 | |
| SS-VQ-VAE+GECluster source=Golden2026.06 | 26.94 | 43 | 33.13 | |
| ETYPECLUS+GECluster source=Golden2026.06 | 23.75 | 28.75 | 26.01 | |
| Type_SimilarityCluster source=Predicted2026.06 | 22.5 | 27.5 | 24.75 | |
| SS-VQ-VAE+GECluster source=Predicted2026.06 | 19.45 | 20.14 | 19.79 | |
| ETYPECLUS+GECluster source=Predicted2026.06 | 15.83 | 17.5 | 16.62 | |
| LLMs_PromptCluster source=Predicted2026.06 | 12.5 | 10 | 11.11 |