Clustering on Patel scRNA-seq
99.5Clustering AccuracySC3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SC32026.03 | 99.5 | — | |
| scAMF2026.03 | 95.8 | — | |
| i-IF-Lap+DeepCluster2026.03 | 95.4 | — | |
| i-IF-Lap+UMAP2026.03 | 94.5 | — | |
| i-IF-Lap2026.03 | 94.2 | — | |
| i-IF-Lap2026.03 | 94.2 | — | |
| IFPCA2026.03 | 94 | — | |
| DESC2026.03 | 93.9 | — | |
| UMAP2026.03 | 92.7 | — | |
| i-IF-Lap+VAE2026.03 | 87.5 | — | |
| DeepCluster2026.03 | 85.9 | — | |
| i-IF-PCA2026.03 | 78.8 | — | |
| Seurat2026.03 | 65.3 | — | |
| IFVAE2026.03 | 56.9 | — | |
| CLEAR2026.03 | 54 | — | |
| DeepCluster2026.03 | — | 0.729 | |
| DESC2026.03 | — | 0.383 | |
| i-IF-Lap2026.03 | — | 0.871 | |
| i-IF-Lap+DeepClusterDownstream Clustering=DeepCluster2026.03 | — | 0.898 | |
| i-IF-Lap+UMAPDownstream Clustering=UMAP2026.03 | — | 0.874 | |
| i-IF-Lap+VAEDownstream Clustering=VAE2026.03 | — | 0.784 | |
| i-IF-PCA2026.03 | — | 0.697 | |
| IFPCA2026.03 | — | 0.853 | |
| IFVAE2026.03 | — | 0.383 | |
| SC32026.03 | — | 0.989 | |
| scAMF2026.03 | — | 0.905 | |
| Seurat2026.03 | — | 0.577 | |
| UMAP2026.03 | — | 0.836 |