Hierarchy expansion on ERE
32Taxo PrecisionConceptE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ConceptECluster source=Golden2026.06 | 32 | 28.57 | 30.19 | |
| ConceptECluster source=Predicted2026.06 | 28 | 25 | 26.41 | |
| HALTONCluster source=Golden2026.06 | 26.8 | 25.73 | 26.25 | |
| SS-VQ-VAE+GECluster source=Golden2026.06 | 26 | 25 | 25.49 | |
| TABS+GECluster source=Golden2026.06 | 26 | 25 | 25.49 | |
| LLMs_PromptCluster source=Golden2026.06 | 24 | 21.49 | 22.64 | |
| TABS+GECluster source=Predicted2026.06 | 23.68 | 17.85 | 20.36 | |
| HALTONCluster source=Predicted2026.06 | 22.54 | 23.6 | 23.06 | |
| Type_SimilarityCluster source=Golden2026.06 | 22 | 21.42 | 21.71 | |
| LLMs_PromptCluster source=Predicted2026.06 | 20.68 | 20.43 | 20.55 | |
| Type_SimilarityCluster source=Predicted2026.06 | 20.37 | 21.49 | 20.88 | |
| ETYPECLUS+GECluster source=Golden2026.06 | 18 | 16.66 | 17.3 | |
| SS-VQ-VAE+GECluster source=Predicted2026.06 | 16.38 | 14.28 | 15.26 | |
| ETYPECLUS+GECluster source=Predicted2026.06 | 9.85 | 9.52 | 9.68 |