Clustering on MNIST (SS)
0.105Silhouette ScoreFedKmeans
Evaluation results
| Method | Links | |
|---|---|---|
| FedKmeansKnown K?=Yes2026.01 | 0.105 | |
| FedGEMKnown K?=No2026.01 | 0.095 | |
| k-FEDKnown K?=Yes2026.01 | 0.076 | |
| FFCM-avg2Known K?=Yes2026.01 | 0.036 | |
| GMM (central)Known K?=Yes2026.01 | 0.029 | |
| AFCLKnown K?=No2026.01 | 0.015 | |
| FFCM-avg1Known K?=Yes2026.01 | -0.045 | |
| DP-GMM (central)Known K?=No2026.01 | -0.082 |