Cluster Validity Index Evaluation on 10 Synthetic Benchmark Datasets varying d from 10 to 500
96.3Mean SCOPEOracle (true k)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Oracle (true k)2026.05 | 96.3 | 90.2 | — | |
| Graph-SCOPE (SC-ML)2026.05 | 95.3 | 90 | 9 | |
| Silhouette2026.05 | 92.2 | 83.7 | 8 | |
| Davies-Bouldin2026.05 | 91.5 | 83.5 | 7 | |
| Calinski-Harabasz2026.05 | 61.6 | 45 | 2 |