From: An efficient scRNA-seq dropout imputation method using graph attention network
MSE | MAE | PCC | CS | |
---|---|---|---|---|
GNNImpute | 21.2961 | 1.8432 | 0.9259 | 0.9344 |
DCA | 19.9282 | 1.8981 | 0.9092 | 0.9135 |
MAGIC | 42.1510 | 4.1618 | 0.9022 | 0.9068 |
scVI | 149.9295 | 2.7659 | 0.6282 | 0.6465 |
scImpute | 99.0206 | 3.1611 | 0.7140 | 0.7088 |
SAVER | 102.1126 | 3.3974 | 0.7962 | 0.8152 |