Image Clustering on STL10 (labelled)
59.8AccuracyIIC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IICSub-head selection=average2018.07 | 59.8 | 0.844 | |
| IICSub-head selection=lowest loss2018.07 | 59.6 | — | |
| ADC2018.07 | 53 | — | |
| DAC2018.07 | 47 | — | |
| DECMethod based on k-means=true2018.07 | 35.9 | — | |
| DeepClusterMethod based on k-means=true, Directly learns clustering function=false, Source=authors original code2018.07 | 33.4 | — | |
| Sparse AEDirectly learns clustering function=false2018.07 | 32 | — | |
| AEDirectly learns clustering function=false2018.07 | 30.3 | — | |
| Denoising AEDirectly learns clustering function=false2018.07 | 30.2 | — | |
| GANDirectly learns clustering function=false2018.07 | 29.8 | — | |
| Variational Bayes AE2018.07 | 28.2 | — | |
| JULE2018.07 | 27.7 | — | |
| SWWAEDirectly learns clustering function=false2018.07 | 27 | — | |
| TripletsDirectly learns clustering function=false2018.07 | 24.4 | — | |
| K-meansMethod based on k-means=true2018.07 | 19.2 | — | |
| Spectral clustering2018.07 | 15.9 | — | |
| Random network2018.07 | 13.5 | — |