Image Clustering on CIFAR100-20 (labelled)
25.7AccuracyIIC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IICSub-head selection=lowest loss2018.07 | 25.7 | — | |
| IICSub-head selection=average2018.07 | 25.5 | 0.462 | |
| DAC2018.07 | 23.8 | — | |
| DeepClusterMethod based on k-means=true, Directly learns clustering function=false, Source=authors original code2018.07 | 18.9 | — | |
| DECMethod based on k-means=true2018.07 | 18.5 | — | |
| AEDirectly learns clustering function=false2018.07 | 16.5 | — | |
| ADCSource=authors original code2018.07 | 16 | — | |
| Sparse AEDirectly learns clustering function=false2018.07 | 15.7 | — | |
| Variational Bayes AE2018.07 | 15.2 | — | |
| Denoising AEDirectly learns clustering function=false2018.07 | 15.1 | — | |
| GANDirectly learns clustering function=false2018.07 | 15.1 | — | |
| SWWAEDirectly learns clustering function=false2018.07 | 14.7 | — | |
| JULE2018.07 | 13.7 | — | |
| Spectral clustering2018.07 | 13.6 | — | |
| K-meansMethod based on k-means=true2018.07 | 13 | — | |
| TripletsDirectly learns clustering function=false2018.07 | 9.94 | — | |
| Random network2018.07 | 5.93 | — |