Clustering on Synthetic data (no noise, 5000x50-50k)
96.9ARIk-means++
Evaluation Results
| Method | Links | |
|---|---|---|
| k-means++selection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 96.9 | |
| SHARKselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 92.2 | |
| FWSAselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 91.9 | |
| LWk-meansselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 88.7 | |
| KMTDselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 47.4 |