Mortality Prediction on MIMIC-IV (Silhouette score)
0.363Silhouette ScoreTriplet-Mamba
Evaluation results
| Method | Links | |
|---|---|---|
| Triplet-MambaClustering Algorithm=K-Means2026.06 | 0.363 | |
| Triplet-MambaClustering Algorithm=Gaussian Mixture Model2026.06 | 0.343 | |
| DuETTClustering Algorithm=K-Means2026.06 | 0.331 | |
| Triplet-MambaClustering Algorithm=Spectral Clustering2026.06 | 0.274 | |
| EHR-MambaClustering Algorithm=K-Means2026.06 | 0.239 | |
| DuETTClustering Algorithm=Gaussian Mixture Model2026.06 | 0.239 | |
| STraTSClustering Algorithm=K-Means2026.06 | 0.227 | |
| EHR-MambaClustering Algorithm=Gaussian Mixture Model2026.06 | 0.212 | |
| EHR-MambaClustering Algorithm=Spectral Clustering2026.06 | 0.155 | |
| DuETTClustering Algorithm=Spectral Clustering2026.06 | 0.134 | |
| STraTSClustering Algorithm=Gaussian Mixture Model2026.06 | 0.129 | |
| STraTSClustering Algorithm=Spectral Clustering2026.06 | 0.093 |