Unsupervised Clustering on MNIST (NMI, ARI, Time)
88NMILouvain
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Louvain2025.01 | 88 | 85 | 13 | 44 | |
| Phenograph2025.01 | 84 | 79 | 17 | 499 | |
| VillageNet-OptOptimization Strategy=Optimal2025.01 | 82 | 74 | 9 | 499 | |
| VillageNet-HeurOptimization Strategy=Heuristic2025.01 | 81 | 74 | 9 | 22 | |
| K-Means2025.01 | 50 | 37 | — | 51 |