Clustering on OLIVETTI
98.64NMIMetric Learning
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Metric LearningMethod=no-rank tensor decomposition2025.11 | 98.64 | — | 0.8566 | 0.2341 | 9.8471 | 97.28 | 0.9827 | 95.8 | — | |
| Tucker-R20Rank=202025.11 | 79.56 | — | 0.1845 | 1.6731 | 1.5764 | 99.35 | 0.9864 | 41.976 | — | |
| t-SVD - R20Rank=202025.11 | 79.5 | — | 0.1845 | 1.6731 | 1.5764 | 99.35 | 0.9864 | 49.76 | — | |
| VAE2025.11 | 79.06 | — | 0.1724 | 1.7179 | 1.654 | 98.92 | 0.9855 | 48.59 | — | |
| t-SNE + K-MeansDecomposition=t-SNE, Clustering=K-Means2025.11 | 78.98 | — | -0.0123 | 9.2275 | 2.3923 | 94.49 | 0.973 | 47.37 | — | |
| Smartigann=400, d=4096, K=402026.04 | 78 | — | — | — | — | — | — | — | 8 | |
| Hartigann=400, d=4096, K=402026.04 | 77 | — | — | — | — | — | — | — | 8.11 | |
| Tucker-R10Rank=102025.11 | 75.42 | — | 0.1303 | 1.9508 | 1.6772 | 98.91 | 0.98 | 41.85 | — | |
| t-SVD - R10Rank=102025.11 | 75.4 | — | 0.1303 | 1.9508 | 1.6772 | 98.91 | 0.98 | 41.85 | — | |
| PCA + K-MeansDecomposition=PCA, Clustering=K-Means2025.11 | 72.75 | — | 0.1434 | 1.8243 | 1.6002 | 99.82 | 0.997 | 38.31 | — | |
| UMAP + K-MeansDecomposition=UMAP, Clustering=K-Means2025.11 | 67 | — | -0.1213 | 8.4268 | 2.1196 | 93.99 | 0.9352 | 30.72 | — | |
| Tucker-R5Rank=52025.11 | 65.54 | — | -0.0275 | 2.9707 | 1.7517 | 96.64 | 0.9358 | 23.74 | — | |
| t-SVD - R5Rank=52025.11 | 65.5 | — | -0.0275 | 2.9707 | 1.7517 | 96.64 | 0.9358 | 23.74 | — | |
| CP-R20Rank=202025.11 | 64.11 | — | 0.0021 | 2.5596 | 1.5354 | 96.24 | 0.9536 | 23.97 | — | |
| CP-R10Rank=102025.11 | 62.99 | — | -0.0514 | 2.9316 | 1.7121 | 93.86 | 0.9384 | 22.5 | — | |
| DEC2025.11 | 58.99 | — | -0.0534 | 3.1705 | 1.3689 | 91.63 | 0.8428 | 16.27 | — | |
| CP-R5Rank=52025.11 | 54.03 | — | -0.1432 | 3.7012 | 1.6951 | 91.63 | 0.892 | 11.15 | — | |
| AD2025.12 | — | 75.08 | — | — | — | — | — | — | — | |
| COM-DIFF2025.12 | — | 75.63 | — | — | — | — | — | — | — | |
| CR-DIFF2025.12 | — | 71.83 | — | — | — | — | — | — | — | |
| ID2025.12 | — | 74.98 | — | — | — | — | — | — | — | |
| MDT-BSC2025.12 | — | 75.05 | — | — | — | — | — | — | — | |
| MDT-CVX-RAND2025.12 | — | 76.49 | — | — | — | — | — | — | — | |
| MDT-DIRECT2025.12 | — | 76.91 | — | — | — | — | — | — | — | |
| MDT-RAND2025.12 | — | 75.95 | — | — | — | — | — | — | — | |
| MVD2025.12 | — | 75.82 | — | — | — | — | — | — | — | |
| P-AD2025.12 | — | 75.52 | — | — | — | — | — | — | — |