Clustering on CIFAR-10 (ARI, NVI, Estimated Clusters)
11Estimated ClustersCH index
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CH indexSize=60,000, Reference Cluster Numbers=10, Computation Time=8:50, Clustering Algorithm=Spectral clustering2026.06 | 11 | 15 | 59 | |
| CDL-CVISize=60,000, Reference Cluster Numbers=10, Computation Time=8:50, Clustering Algorithm=Spectral clustering2026.06 | 10 | 20 | 64 | |
| DB indexSize=60,000, Reference Cluster Numbers=10, Computation Time=8:50, Clustering Algorithm=Spectral clustering2026.06 | 9 | 16 | 60 | |
| XB indexSize=60,000, Reference Cluster Numbers=10, Computation Time=8:50, Clustering Algorithm=Spectral clustering2026.06 | 9 | 17 | 61 | |
| Silhouette indexSize=60,000, Reference Cluster Numbers=10, Computation Time=8:50, Clustering Algorithm=Spectral clustering2026.06 | 7 | 15 | 58 | |
| Dunn indexSize=60,000, Reference Cluster Numbers=10, Computation Time=8:50, Clustering Algorithm=Spectral clustering2026.06 | 6 | 14 | 57 |