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. 2024 Mar 16;25(2):bbae102. doi: 10.1093/bib/bbae102

Table 4.

Ablation study of skip and aggregation module.

Datasets Metric w.o.Skip w.o.Aggregation scEMC
BMNC ARI 0.5207 0.5496 0.6480
NMI 0.7309 0.7166 0.7603
PBMC ARI 0.4776 0.4644 0.6289
NMI 0.7187 0.6982 0.7325
SLN111 ARI 0.4326 0.3780 0.4654
NMI 0.6033 0.5487 0.6149
SMAGE-10K ARI 0.5400 0.5618 0.6953
NMI 0.6184 0.6363 0.6636
SMAGE-3K ARI 0.5657 0.5883 0.6419
NMI 0.6259 0.6285 0.6572