Deep Clustering on STL-10
0.923SCDCAM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DCAMselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.923 | 27.7 | — | — | — | — | |
| DCAMselection_criterion=Per-method best SC2026.01 | 0.891 | 10 | — | — | — | — | |
| DCECselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.812 | 79.2 | — | — | — | — | |
| DEKMselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.804 | 234 | — | — | — | — | |
| DCAMEncoder=EAE2026.01 | 0.597 | 120 | 0.151 | 0.0454 | 3.18 | — | |
| SCANselection_criterion=Per-method best SC2026.01 | 0.552 | — | — | — | — | — | |
| SCANselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.552 | — | — | — | — | — | |
| NNMselection_criterion=Per-method best SC2026.01 | 0.54 | — | — | — | — | — | |
| NNMselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.54 | — | — | — | — | — | |
| EDCselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.431 | 155 | — | — | — | — | |
| EDCselection_criterion=Per-method best SC2026.01 | 0.411 | -4.9 | — | — | — | — | |
| Agglo.selection_criterion=Per-method best SC2026.01 | 0.27 | — | — | — | — | — | |
| Agglo.selection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.27 | — | — | — | — | — | |
| DCECselection_criterion=Per-method best SC2026.01 | 0.259 | 9.2 | — | — | — | — | |
| ClAMselection_criterion=Per-method best SC2026.01 | 0.108 | — | — | — | — | — | |
| ClAMselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.108 | — | — | — | — | — | |
| DEKMselection_criterion=Per-method best SC2026.01 | 0.082 | 0.6 | — | — | — | — | |
| k-meansselection_criterion=Per-method best SC2026.01 | 0.079 | — | — | — | — | — | |
| k-meansselection_criterion=Best RRL while SC is within 10% of the best SC of the method2026.01 | 0.079 | — | — | — | — | — |