Table 6.
The performance comparison of seven methods on the human IPF dataset.
Method | ARI | NMI | Runtime |
---|---|---|---|
CIDR | 0.2183 | 0.3917 | 12.01 s |
SC3 | 0.7096 | 0.9820 | 3.51 min |
tSNE+k-means | 0.1736 | 0.4591 | 46.33 s |
RaceID | 0.1009 | 0.2852 | 4.99 min |
scImpute | 0.2930 | 0.7702 | 13.62 min |
SAFE | 0.2187 | 0.4375 | 4.66 min |
GiniClust2 | 0.4871 | 0.9370 | 2.06 min |