Dataset,Metric,AttentionAE-sc,GraphSCC,kmeans,scDCCA,scDEFR,scDeepCluster,scTPC,Spectral clustering,SSNMDI,scGEN
Bell,ACC,40.29,81.31,47.33,54.37,89.08,76.94,82.77,60.68,66.87,90.29
Bell,NMI,57.97,69.28,45,45.61,74.71,67.2,77.27,42.04,63.95,77.81
Bell,ARI,45.85,64.83,32.57,36.21,74.27,60.1,73.63,23.65,54.05,77.14
Schwalbe,ACC,14.82,38.76,35.96,38.48,47.49,38.87,46.36,44.46,50.77,56.54
Schwalbe,NMI,6.92,36.12,30.11,25.68,44.54,32.74,57.59,43.96,45.81,48.07
Schwalbe,ARI,2.24,20.11,13.92,15.42,26.62,17.45,38.35,25.56,30.02,29.12
Scala,ACC,7.86,29.69,44.58,35.21,57.9,37.1,65.27,55.3,58.83,69.68
Scala,NMI,14.46,14.25,35.55,30.35,56.38,33.52,71.5,51.06,51.19,62.76
Scala,ARI,7.9,7.45,28.75,18.19,44.16,21.55,57.01,37.87,45.19,58.59
Hrvatin_B1,ACC,12.94,92.9,83.38,91.28,87.29,90.8,91.01,88.66,83.93,96.41
Hrvatin_B1,NMI,90.87,93.13,88.17,92.75,91.17,91.6,91.32,83.42,90.04,96.22
Hrvatin_B1,ARI,88.84,92.31,81.96,90.3,88.67,89.38,91.35,79.3,86.7,96.32
PBMC_3K,ACC,3.49,68.44,76.4,66.53,74.7,69.47,80.97,69.14,83.62,86.03
PBMC_3K,NMI,46,78.42,76.69,75.9,80.24,77.35,75.19,72.64,77.5,79.31
PBMC_3K,ARI,22.53,61.32,65.55,60.74,66.34,60.54,71.61,56.27,66.33,69.39
Hrvatin_B2,ACC,19.94,86.52,84.46,88.88,81.28,85.84,83.08,84.3,88.06,93.09
Hrvatin_B2,NMI,90.4,90.88,85.45,91.66,79.41,87.13,86.08,78.57,88.76,93.23
Hrvatin_B2,ARI,83.52,83.88,75.01,85.22,69.38,80.37,82.78,67.86,82.68,88.95
Zhang,ACC,3.24,70.14,65.22,70.02,81.04,76.47,83.31,77.75,71.06,90.64
Zhang,NMI,28.15,79.03,76.92,76.45,87.41,81.45,85.31,79.66,76.71,85.74
Zhang,ARI,14.97,67.1,60.06,65.82,78.59,69.75,86.6,75.78,68.95,90.03
Savas,ACC,4.29,65.58,52.06,66.8,75.86,65.02,68.81,63.87,61.85,77.83
Savas,NMI,18.12,56.98,47.69,52.53,61.38,57.61,55.09,54,51.75,60.79
Savas,ARI,11.12,49.98,36.52,52.92,61.4,49.94,60.84,43.74,44.11,62.87