Property | 1 | 2 | 3 | 4 | 5 | 6 |
---|---|---|---|---|---|---|
protocol adaptive | gene preserved | gene cor. captured | cell num. seq. dep. flexible | transparent | comp. and sample efficient | |
Simulator | ||||||
dyngen [77] | ✗ | ✗ | ✓ | ✓ | ||
Lun2 [78] | ✓ | ✗ | ✓ | ✓ | ✓ | |
powsimR [75] | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ |
PROSST [68] | ✓ | ✗ | ✓ | ✓ | ||
scDD [74] | ✓ | ✗ | ✗ | ✓ | ✓ | |
scDesign [35] | ✓ | ✗ | ✓ | ✓ | ✓ | |
scGAN [72] | ✓ | ✓ | ✗ | ✗ | ||
splat simple [69] | ✓ | ✗ | ✗ | ✗ | ✓ | ✓ |
splat [69] | ✓ | ✗ | ✗ | ✗ | ✓ | ✓ |
kersplat [69] | ✓ | ✗ | ✗ | ✓ | ✓ | |
SPARSim [71] | ✓ | ✓ | ✗ | ✓ | ✓ | |
SPsimSeq [79] | ✓ | ✓ | ✓ |
| ✓ | ✓ |
SymSim [70] | ✓ | ✗ | ✗ | ✗ | ✓ | ✓ |
ZINB-WaVE [39] | ✓ | ✗ | ✓ | ✓ | ||
SERGIO [76] | ✓ | ✗ ∗ | ✓ | ✓ | ✓ | |
scDesign2 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |