Table 1.
Dataname | ALRA | bayNorm | BANMF-S | MAGIC | Raw | SAVER | scImpute | scRMD | DrImpute |
---|---|---|---|---|---|---|---|---|---|
Petropoulos (Kendall) | 0.6107 | 0.7425 | 0.7868 | 0.7751 | 0.7370 | 0.6985 | 0.7614 | 0.7183 | 0.7615 |
Scialdone (Kendall) | 0.6368 | 0.5807 | 0.6432 | 0.5548 | 0.5557 | 0.6465 | 0.6542 | 0.6025 | 0.6298 |
Petropoulos (Pearson) | 0.8248 | 0.9041 | 0.9216 | 0.9187 | 0.9018 | 0.8812 | 0.9131 | 0.8962 | 0.9145 |
Scialdone (Pearson) | 0.8564 | 0.8384 | 0.8621 | 0.8263 | 0.7984 | 0.8536 | 0.8520 | 0.8546 | 0.8481 |