Image Clustering on CIFAR10 (labelled)
61.7AccuracyIIC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IICSub-head selection=lowest loss2018.07 | 61.7 | — | |
| IICSub-head selection=average2018.07 | 57.6 | 5.01 | |
| DAC2018.07 | 52.2 | — | |
| DeepClusterMethod based on k-means=true, Directly learns clustering function=false, Source=authors original code2018.07 | 37.4 | — | |
| ADC2018.07 | 32.5 | — | |
| GANDirectly learns clustering function=false2018.07 | 31.5 | — | |
| AEDirectly learns clustering function=false2018.07 | 31.4 | — | |
| DECMethod based on k-means=true2018.07 | 30.1 | — | |
| Sparse AEDirectly learns clustering function=false2018.07 | 29.7 | — | |
| Denoising AEDirectly learns clustering function=false2018.07 | 29.7 | — | |
| Variational Bayes AE2018.07 | 29.1 | — | |
| SWWAEDirectly learns clustering function=false2018.07 | 28.4 | — | |
| JULE2018.07 | 27.2 | — | |
| Spectral clustering2018.07 | 24.7 | — | |
| K-meansMethod based on k-means=true2018.07 | 22.9 | — | |
| TripletsDirectly learns clustering function=false2018.07 | 20.5 | — | |
| Random network2018.07 | 13.1 | — |