Clustering on E-MNIST
95.5AccuracyCoMVC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoMVC2021.03 | 95.5 | 90.7 | |
| SiMVC2021.03 | 86.2 | 82.6 | |
| MRDD-csConsistency dimensionality=10, Specificity dimensionality=102024.03 | 75.93 | 69 | |
| MRDD-cConsistency dimensionality=10, Specificity dimensionality=102024.03 | 70.34 | 63.49 | |
| GCFAggLatent dimensionality=102024.03 | 67.1 | 61.34 | |
| EAMC2021.03 | 66.8 | 62.8 | |
| MFLVCLatent dimensionality=102024.03 | 65.98 | 59.08 | |
| UNITER2024.03 | 65.35 | 59.71 | |
| DMSC2021.03 | 65.3 | 61.4 | |
| DAMC2021.03 | 64.6 | 59.4 | |
| CMCLatent dimensionality=102024.03 | 64.16 | 59.84 | |
| DLMEevaluation_protocol=K-means2022.07 | 64.1 | — | |
| Multi-VAE2024.03 | 60.74 | 59.03 | |
| UMAPevaluation_protocol=K-means2022.07 | 53.7 | — | |
| MIBInput view mode=Optimal two views2024.03 | 53.16 | 48.06 | |
| CONANLatent dimensionality=102024.03 | 50.22 | 44.42 | |
| EAMCLatent dimensionality=102024.03 | 49.17 | 46.28 | |
| tSNEevaluation_protocol=K-means2022.07 | 47.8 | — | |
| DVIBInput view mode=Optimal two views2024.03 | 47.8 | 33.29 | |
| DCCA2021.03 | 47.6 | 44.3 | |
| Joint-VAE2024.03 | 42.81 | 35.45 | |
| β-VAE2024.03 | 39.69 | 24.97 | |
| PUMevaluation_protocol=K-means2022.07 | 36.3 | — | |
| PHAevaluation_protocol=K-means2022.07 | 35.2 | — | |
| ivisevaluation_protocol=K-means2022.07 | 17.8 | — |