Clustering on CIFAR-10 (ARI, NVI, Estimated Clusters, Computation Time)
8Estimated ClustersCH index
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CH indexClustering Algorithm=DBSCAN, Noise handling=excluded2026.06 | 8 | 8 | 54 | 6 | |
| CDL-CVIClustering Algorithm=DBSCAN, Noise handling=excluded2026.06 | 8 | 12 | 58 | 6 | |
| DB indexClustering Algorithm=DBSCAN, Noise handling=excluded2026.06 | 6 | 9 | 55 | 6 | |
| XB indexClustering Algorithm=DBSCAN, Noise handling=excluded2026.06 | 6 | 10 | 56 | 6 | |
| Dunn indexClustering Algorithm=DBSCAN, Noise handling=excluded2026.06 | 5 | 8 | 53 | 6 | |
| Silhouette indexClustering Algorithm=DBSCAN, Noise handling=excluded2026.06 | 5 | 8 | 53 | 6 |