Clustering on Synthetic data no noise, 2000x20-20k
91.4ARIk-means++
Evaluation Results
| Method | Links | |
|---|---|---|
| k-means++selection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 91.4 | |
| SHARKselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 91.1 | |
| FWSAselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 90.9 | |
| LWk-meansselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 90.5 | |
| KMTDselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 28.4 |