Taxonomy Generation on TaxoBench English
60.1NMICAM-Taxo
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAM-TaxoCategory=LLM-Guided Multi-Aspect Clustering2026.05 | 60.1 | 62.2 | 23.8 | 74.5 | |
| TnT-LLMCategory=Pure LLM-based2026.05 | 51.6 | 57.6 | 19.1 | 69.9 | |
| SC-TaxoCategory=LLM-Guided Multi-Aspect Clustering2026.05 | 50.2 | 64.8 | 28.7 | 75.3 | |
| SCYCHICCategory=Clustering-incorporated2026.05 | 49.8 | 50.6 | 23 | 66.4 | |
| GoalExCategory=Pure LLM-based2026.05 | 46.7 | 47.6 | 23.2 | 70.5 | |
| KNCategory=Clustering-incorporated2026.05 | 44.7 | 42.4 | 18.8 | 49.5 | |
| CHIMECategory=Pure LLM-based2026.05 | 35.4 | 41.8 | 23.3 | 74.7 |