Clustering on Matched Synthetic Benchmark N=1000 D=100 90% irrelevant dimensions (Large-n)
3KK-means
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| K-means2026.04 | 3 | 99.2 | 98.5 | — | |
| GMM2026.04 | 3 | 99.5 | 99.1 | — | |
| SPKM2026.04 | 3 | 99.6 | 99.3 | 19 | |
| DIVI-Infosplit interval Tsplit=1202026.04 | 3 | 99.5 | 99 | 99 | |
| DIVI-NonInfosplit interval Tsplit=1202026.04 | 3 | 94.7 | 95.1 | 18.2 | |
| DIVI-Randomsplit interval Tsplit=1202026.04 | 3 | 89.6 | 89.3 | 18.6 |