| Methods | Fashion-MNIST | YaleB | CIFAR-10 |
| NMI | |||
| FCH | 0.665 | 0.521 | 0.224 |
| SAP | 0.752 | 0.594 | 0.239 |
| DCN | 0.811 | 0.638 | 0.263 |
| DFCM | 0.904 | 0.746 | 0.314 |
| FPNSAP | 0.913 | 0.806 | 0.512 |
| F-Measure | |||
| FCH | 0.657 | 0.506 | 0.146 |
| SAP | 0.665 | 0.602 | 0.158 |
| DCN | 0.757 | 0.624 | 0.215 |
| DFCM | 0.902 | 0.736 | 0.318 |
| FPNSAP | 0.927 | 0.898 | 0.442 |