Clustering Improvement on Single-cell datasets benchmark leaderboard · SOTA2 Research

Clustering Improvement on Single-cell datasets

2.111Avg Rank (NMI)Var. of Compression

Evaluation Results

Method	Links
Var. of Compression2022.04		2.111	3.222
Var. of Compression2022.04		2.667	3.111
Var. of Compression2022.04		2.778	2.111
LOF + PCA2022.04		3.444	4.444
ECOD2022.04		3.556	3.556
ECOD2022.04		3.667	3.222
LOF2022.04		3.889	5.333
Isolation Forest + PCA2022.04		4.111	3.111
Isolation Forest + PCA2022.04		4.111	3.222
Isolation Forest + PCA2022.04		4.111	2.667
LOF + PCA2022.04		4.222	4.556
ECOD + PCA2022.04		4.222	4
KNN2022.04		4.333	3.667
LOF + PCA2022.04		4.444	5.111
KNN2022.04		4.556	3.667
LOF2022.04		4.667	6
KNN2022.04		4.667	3.111
KNN + PCA2022.04		4.667	3.889
KNN + PCA2022.04		4.778	3.556
KNN + PCA2022.04		4.778	4.333
Isolation Forest2022.04		4.778	4.778
ECOD2022.04		4.778	3.222
Isolation Forest2022.04		5.111	5.111
ECOD + PCA2022.04		5.111	4.667
LOF2022.04		5.444	6.333
Isolation Forest2022.04		5.667	4.778
ECOD + PCA2022.04		6.333	4.222