Clustering (ARI) on Goolam scRNA-seq
0.976ARIi-IF-Lap+VAE
Evaluation results
| Method | Links | |
|---|---|---|
| i-IF-Lap+VAEDownstream Clustering=VAE2026.03 | 0.976 | |
| scAMF2026.03 | 0.914 | |
| Nonprivate-MDRepresentation=Nonprivate-MD2026.04 | 0.807 | |
| DP-MDRepresentation=DP-MD2026.04 | 0.805 | |
| i-IF-Lap+DeepClusterDownstream Clustering=DeepCluster2026.03 | 0.801 | |
| DeepCluster2026.03 | 0.766 | |
| OriginalRepresentation=Original2026.04 | 0.734 | |
| SC32026.03 | 0.687 | |
| i-IF-Lap2026.03 | 0.687 | |
| i-IF-PCA2026.03 | 0.582 | |
| Seurat2026.03 | 0.544 | |
| DESC2026.03 | 0.543 | |
| IFPCA2026.03 | 0.537 | |
| i-IF-Lap+UMAPDownstream Clustering=UMAP2026.03 | 0.427 | |
| UMAP2026.03 | 0.423 | |
| IFVAE2026.03 | 0.205 |