Clustering on CIFAR10 (train+test)
63NMIMCR2-CTRL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MCR2-CTRLBackbone=ResNet-18, mini-batch size=20, number of augmentations=50, precision parameter epsilon^2=0.52020.06 | 63 | 68.4 | 50.8 | |
| DCCM2020.06 | 49.6 | 62.3 | 40.8 | |
| DAC2020.06 | 39.5 | 52.1 | 30.5 | |
| DEC2020.06 | 25.7 | 30.1 | 16.1 | |
| RTM2020.06 | 19.7 | 30.9 | 11.5 | |
| JULE2020.06 | 19.2 | 27.2 | 13.8 | |
| VAEDim.=642020.09 | 9.05 | — | — | |
| K-MEANS2020.06 | 8.7 | 22.9 | 4.9 | |
| IVISDim.=642020.09 | 8.59 | — | — | |
| UMAP/AEDim.=642020.09 | 7.46 | — | — | |
| UMAPDim.=22020.09 | 7.43 | — | — | |
| Parametric UMAPDim.=642020.09 | 7.42 | — | — | |
| UMAPDim.=642020.09 | 7.33 | — | — | |
| UMAP/AEDim.=22020.09 | 7.3 | — | — | |
| Parametric UMAPDim.=22020.09 | 7.19 | — | — | |
| IVISDim.=22020.09 | 6.99 | — | — | |
| t-SNEDim.=22020.09 | 6.88 | — | — | |
| SCVISDim.=22020.09 | 6.5 | — | — | |
| PCADim.=22020.09 | 6.05 | — | — | |
| PCADim.=642020.09 | 5.99 | — | — | |
| AEDim.=642020.09 | 5.74 | — | — | |
| P. t-SNEDim.=642020.09 | 5.7 | — | — | |
| VAEDim.=22020.09 | 5.6 | — | — | |
| PHATEDim.=22020.09 | 4.85 | — | — | |
| PHATEDim.=642020.09 | 4.85 | — | — | |
| P. t-SNEDim.=22020.09 | 3.83 | — | — | |
| AEDim.=22020.09 | 2.58 | — | — |