K-means Clustering on CIFAR-10
10Estimated Cluster NumberCH index
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CH indexComputation Time (h:m)=2:52, Backbone=pretrained ResNet (SimCLR), Distance=Euclidean2026.06 | 10 | 9 | 54 | |
| CDL-CVIComputation Time (h:m)=2:52, Backbone=pretrained ResNet (SimCLR), Distance=Euclidean2026.06 | 10 | 14 | 60 | |
| XB indexComputation Time (h:m)=2:52, Backbone=pretrained ResNet (SimCLR), Distance=Euclidean2026.06 | 9 | 11 | 57 | |
| DB indexComputation Time (h:m)=2:52, Backbone=pretrained ResNet (SimCLR), Distance=Euclidean2026.06 | 8 | 10 | 56 | |
| Silhouette indexComputation Time (h:m)=2:52, Backbone=pretrained ResNet (SimCLR), Distance=Euclidean2026.06 | 6 | 9 | 55 | |
| Dunn indexComputation Time (h:m)=2:52, Backbone=pretrained ResNet (SimCLR), Distance=Euclidean2026.06 | 5 | 8 | 53 |