K-means Clustering on MNIST (ARI, NVI)
12Estimated Cluster NumberCH index
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CH indexComputation Time (h:m)=1:48, Backbone=pretrained convolutional Variational Autoencoder (VAE), Distance=Euclidean2026.06 | 12 | 34 | 73 | |
| DB indexComputation Time (h:m)=1:48, Backbone=pretrained convolutional Variational Autoencoder (VAE), Distance=Euclidean2026.06 | 10 | 36 | 75 | |
| XB indexComputation Time (h:m)=1:48, Backbone=pretrained convolutional Variational Autoencoder (VAE), Distance=Euclidean2026.06 | 10 | 37 | 76 | |
| CDL-CVIComputation Time (h:m)=1:48, Backbone=pretrained convolutional Variational Autoencoder (VAE), Distance=Euclidean2026.06 | 10 | 41 | 78 | |
| Silhouette indexComputation Time (h:m)=1:48, Backbone=pretrained convolutional Variational Autoencoder (VAE), Distance=Euclidean2026.06 | 8 | 33 | 73 | |
| Dunn indexComputation Time (h:m)=1:48, Backbone=pretrained convolutional Variational Autoencoder (VAE), Distance=Euclidean2026.06 | 7 | 33 | 72 |