Clustering on CIFAR10 (full)
46.9Clustering AccuracyDEC
Evaluation results
| Method | Links | |
|---|---|---|
| DECFeatures=ResNet-502017.02 | 46.9 | |
| IMSAT (VAT)Perturbation=VAT, Features=ResNet-502017.02 | 45.6 | |
| IMSAT (RPT)Perturbation=RPT, Features=ResNet-502017.02 | 45.5 | |
| dAE+K-meansFeatures=ResNet-502017.02 | 44.2 | |
| Linear IMSAT (VAT)Architecture=Linear, Perturbation=VAT, Features=ResNet-502017.02 | 40.7 | |
| Linear RIMArchitecture=Linear, Features=ResNet-502017.02 | 40.3 | |
| Deep RIMArchitecture=Deep, Features=ResNet-502017.02 | 40.3 | |
| K-meansFeatures=ResNet-502017.02 | 34.4 |