Clustering on Synthetic data no noise, 2000x30-20k
98.3ARIk-means++
Evaluation Results
| Method | Links | |
|---|---|---|
| k-means++selection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 98.3 | |
| SHARKselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 97.7 | |
| FWSAselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 95.8 | |
| LWk-meansselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 79.4 | |
| KMTDselection_strategy=Best ARI from 25 experiments, evaluation_setup=50 datasets per configuration2025.08 | 26.3 |