scRNA-seq imputation on human fetus cell atlas 50% MCAR
1.092RMSEConditional Mean
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Conditional Mean2026.04 | 1.092 | 0.199 | 0.002 | 6.214 | |
| CountsDiffNumber of samples=52026.04 | 1.195 | 0.115 | 0.004 | 7.6 | |
| ReMDMNumber of samples=52026.04 | 1.196 | 0.123 | 0.003 | 8.46 | |
| Mean imputation2026.04 | 1.32 | 0.047 | 0.001 | 5.149 | |
| CountsDiffNumber of samples=12026.04 | 1.401 | 0.094 | 0.004 | 9.253 | |
| Hi-VAE2026.04 | 1.719 | 0 | 0.621 | 0.712 | |
| ReMDMNumber of samples=12026.04 | 1.769 | 0.109 | 0.003 | 9.101 | |
| RAW2026.04 | 1.888 | — | 1.317 | 2.344 | |
| MAGIC2026.04 | 1.907 | 0.202 | 1.314 | 2.366 | |
| scIDPMsNumber of samples=12026.04 | 2.594 | 0.088 | 0.971 | 2.694 | |
| scIDPMsNumber of samples=52026.04 | 10 | 0.083 | 10 | 3.037 | |
| Forest-Diffusion2026.04 | 19.694 | 0.003 | 5.426 | 0.886 | |
| GAIN2026.04 | 51.163 | 0.021 | 20.122 | 1.4 |