Table 2.
Results of predicting protein expression levels using different methods
Methods | Within 160k PBMCs dataset | 160k PBMCs dataset to H1N1 dataset | ||
---|---|---|---|---|
PCC (mean) | RMSE (mean) | PCC (mean) | RMSE (mean) | |
totalVI | 0.451 | 1.003 | 0.524 | 0.925 |
WNN | 0.452 | 1.095 | 0.337 | 1.325 |
sciPENN | 0.489 | 0.811 | 0.524 | 0.793 |
scMMT | 0.506 | 0.799 | 0.536 | 0.782 |
Note: Bold fonts indicate the best results.