Clustering on Camp2 scRNA-seq dataset
77.8Clustering AccuracySC3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SC32026.03 | 77.8 | — | |
| IFVAE2026.03 | 69 | — | |
| scAMF2026.03 | 67.3 | — | |
| IFPCA2026.03 | 66 | — | |
| DESC2026.03 | 65.6 | — | |
| i-IF-Lap+DeepCluster2026.03 | 65.6 | — | |
| Seurat2026.03 | 65.4 | — | |
| i-IF-PCA2026.03 | 61.7 | — | |
| UMAP2026.03 | 61.5 | — | |
| DeepCluster2026.03 | 60.8 | — | |
| i-IF-Lap2026.03 | 60.5 | — | |
| i-IF-Lap2026.03 | 60.5 | — | |
| i-IF-Lap+VAE2026.03 | 57.7 | — | |
| i-IF-Lap+UMAP2026.03 | 57.3 | — | |
| CLEAR2026.03 | 42.6 | — | |
| DeepCluster2026.03 | — | 37.5 | |
| DESC2026.03 | — | 48.3 | |
| i-IF-Lap2026.03 | — | 52.4 | |
| i-IF-Lap+DeepClusterDownstream Clustering=DeepCluster2026.03 | — | 50.5 | |
| i-IF-Lap+UMAPDownstream Clustering=UMAP2026.03 | — | 39.9 | |
| i-IF-Lap+VAEDownstream Clustering=VAE2026.03 | — | 41.3 | |
| i-IF-PCA2026.03 | — | 52.2 | |
| IFPCA2026.03 | — | 49 | |
| IFVAE2026.03 | — | 46.4 | |
| SC32026.03 | — | 59.4 | |
| scAMF2026.03 | — | 48.4 | |
| Seurat2026.03 | — | 42.5 | |
| UMAP2026.03 | — | 40.6 |