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Self-consistency on synthetic data. NA denotes not applicable. θ=0.1
| SAVER | scImpute | I-Impute | |
|---|---|---|---|
| 88.45% dropout | 0.5613 | 7.3460 | 0.0936 |
| Self-consistent (<θ) | x | x | ✓ |
| 63.29% dropout | 1.0245 | 0.2392 | 0.0806 |
| Self-consistent (<θ) | x | x | ✓ |
| 45.16% dropout | 1.3561 | 0.2677 | 0.0381 |
| Self-consistent (<θ) | x | x | ✓ |
