Clustering on MNIST (ARI, NVI, Estimated Cluster Numbers)
12Estimated Cluster NumbersCH index
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CH indexSize=70,000, Reference Cluster Numbers=10, Computation Time=6:55, Clustering Algorithm=Spectral clustering2026.06 | 12 | 43 | 78 | |
| DB indexSize=70,000, Reference Cluster Numbers=10, Computation Time=6:55, Clustering Algorithm=Spectral clustering2026.06 | 10 | 44 | 79 | |
| XB indexSize=70,000, Reference Cluster Numbers=10, Computation Time=6:55, Clustering Algorithm=Spectral clustering2026.06 | 10 | 45 | 80 | |
| CDL-CVISize=70,000, Reference Cluster Numbers=10, Computation Time=6:55, Clustering Algorithm=Spectral clustering2026.06 | 10 | 49 | 83 | |
| Dunn indexSize=70,000, Reference Cluster Numbers=10, Computation Time=6:55, Clustering Algorithm=Spectral clustering2026.06 | 8 | 41 | 77 | |
| Silhouette indexSize=70,000, Reference Cluster Numbers=10, Computation Time=6:55, Clustering Algorithm=Spectral clustering2026.06 | 8 | 42 | 78 |