Clustering on 3,500 Beatport EDM tracks (full)
0.0956Silhouette ScoreK-Means
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| K-MeansFeature Source=Extracted Features, k (cluster count)=35, Initialization=K-means++2025.09 | 0.0956 | 2.0307 | 0.584 | 0.1487 | 0.3887 | 1.3619 | 0.3323 | 3.4512 | 0.9707 | |
| Divisive Hierarchical ClusteringFeature Source=Extracted Features, k (cluster count)=352025.09 | 0.0666 | 2.3475 | 0.584 | 0.089 | 0.3206 | 1.0912 | 0.2543 | 3.2521 | 0.9147 | |
| CLAP-tinyFeature Source=Pre-trained Embeddings, Clustering Algorithm=K-Means, k (cluster count)=352025.09 | 0.0496 | 2.7764 | 0.2682 | 0.1174 | 0.3197 | 1.1267 | 0.2632 | 3.494 | 0.9827 | |
| MERT-95MFeature Source=Pre-trained Embeddings, Clustering Algorithm=K-Means, k (cluster count)=352025.09 | 0.0491 | 2.744 | 0.3657 | 0.0982 | 0.2949 | 1.0182 | 0.2177 | 3.3499 | 0.9422 |