Clustering on MNIST (Time, ARI, NMI)
61ARIk EIGS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| k EIGSDimensions=k2023.10 | 61 | 2.7 | 74 | |
| PM kDimensions=k2023.10 | 55 | 3.23 | 73 | |
| PM log(k)Dimensions=log(k), Algorithm=Algorithm 22023.10 | 51 | 1.99 | 69 | |
| log(k) EIGSDimensions=log(k)2023.10 | 48 | 2.73 | 68 | |
| KASP2023.10 | 33 | 15.47 | 48 | |
| BIRCHVSA Representation=HLB, Data Source=Main Network Outputs2024.10 | 18.44 | — | — | |
| K-MEANSVSA Representation=MAP, Data Source=Main Network Outputs2024.10 | 15.91 | — | — | |
| GMMVSA Representation=HLB, Data Source=Main Network Outputs2024.10 | 14.96 | — | — | |
| K-MEANSVSA Representation=HLB, Data Source=Main Network Outputs2024.10 | 13.67 | — | — | |
| GMMVSA Representation=MAP, Data Source=Main Network Outputs2024.10 | 12.13 | — | — | |
| GMMVSA Representation=VTB, Data Source=Main Network Outputs2024.10 | 8.63 | — | — | |
| K-MEANSVSA Representation=VTB, Data Source=Main Network Outputs2024.10 | 8.52 | — | — | |
| HDBSCANVSA Representation=HLB, Data Source=Main Network Outputs2024.10 | 7.6 | — | — | |
| BIRCHVSA Representation=MAP, Data Source=Main Network Outputs2024.10 | 7.09 | — | — | |
| GMMVSA Representation=VTB, Data Source=Main Network Inputs2024.10 | 4.67 | — | — | |
| GMMVSA Representation=MAP, Data Source=Main Network Inputs2024.10 | 3.39 | — | — | |
| BIRCHVSA Representation=VTB, Data Source=Main Network Outputs2024.10 | 3.24 | — | — | |
| GMMVSA Representation=HLB, Data Source=Main Network Inputs2024.10 | 2.53 | — | — | |
| BIRCHVSA Representation=HRR, Data Source=Main Network Outputs2024.10 | 1.51 | — | — | |
| K-MEANSVSA Representation=HRR, Data Source=Main Network Outputs2024.10 | 1.28 | — | — | |
| GMMVSA Representation=HRR, Data Source=Main Network Outputs2024.10 | 1.28 | — | — | |
| BIRCHVSA Representation=MAP, Data Source=Main Network Inputs2024.10 | 0.84 | — | — | |
| BIRCHVSA Representation=HLB, Data Source=Main Network Inputs2024.10 | 0.83 | — | — | |
| HDBSCANVSA Representation=MAP, Data Source=Main Network Outputs2024.10 | 0.48 | — | — | |
| BIRCHVSA Representation=HRR, Data Source=Main Network Inputs2024.10 | 0.2 | — | — | |
| K-MEANSVSA Representation=MAP, Data Source=Main Network Inputs2024.10 | 0.17 | — | — | |
| K-MEANSVSA Representation=HLB, Data Source=Main Network Inputs2024.10 | 0.09 | — | — | |
| BIRCHVSA Representation=VTB, Data Source=Main Network Inputs2024.10 | 0.02 | — | — | |
| GMMVSA Representation=HRR, Data Source=Main Network Inputs2024.10 | 0.01 | — | — | |
| HDBSCANVSA Representation=HRR, Data Source=Main Network Inputs2024.10 | 0 | — | — | |
| HDBSCANVSA Representation=HRR, Data Source=Main Network Outputs2024.10 | 0 | — | — | |
| K-MEANSVSA Representation=VTB, Data Source=Main Network Inputs2024.10 | 0 | — | — | |
| HDBSCANVSA Representation=VTB, Data Source=Main Network Inputs2024.10 | 0 | — | — | |
| HDBSCANVSA Representation=VTB, Data Source=Main Network Outputs2024.10 | 0 | — | — | |
| HDBSCANVSA Representation=MAP, Data Source=Main Network Inputs2024.10 | 0 | — | — | |
| HDBSCANVSA Representation=HLB, Data Source=Main Network Inputs2024.10 | 0 | — | — | |
| K-MEANSVSA Representation=HRR, Data Source=Main Network Inputs2024.10 | -0.02 | — | — |