Clustering on MNIST (ARI, NMI, Sil)
0.8ARIIPBC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IPBCFeedback=Simulated2026.01 | 0.8 | 0.85 | 0.5 | |
| UMAP + DBSCANDimensionality Reduction=UMAP, Clustering=DBSCAN2026.01 | 0.6 | 0.7 | 0.3 | |
| K-Means + PCAPreprocessing=PCA2026.01 | 0.35 | 0.5 | 0.1 | |
| K-Means (raw)Preprocessing=None2026.01 | 0.25 | 0.4 | 0.05 |