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Clustering on Grun scRNA-seq (ARI)

0.971ARIi-IF-Lap
-0.138680.149410.43750.72559Mar 25, 2026

Evaluation results

MethodLinks
i-IF-Lap2026.030.971
Seurat2026.030.969
i-IF-PCA2026.030.955
DESC2026.030.928
IFVAE2026.030.244
i-IF-Lap+VAEDownstream Clustering=VAE2026.030.198
i-IF-Lap+DeepClusterDownstream Clustering=DeepCluster2026.030.15
i-IF-Lap+UMAPDownstream Clustering=UMAP2026.030.145
DeepCluster2026.030.137
UMAP2026.030.093
SC32026.03-0.06
scAMF2026.03-0.074
IFPCA2026.03-0.096