scRNA-seq imputation on human fetus cell atlas 50% MCAR benchmark leaderboard · SOTA2 Research

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
CountsDiff2026.04		1.195	0.115	0.004	7.6
ReMDM2026.04		1.196	0.123	0.003	8.46
Mean imputation2026.04		1.32	0.047	0.001	5.149
CountsDiff2026.04		1.401	0.094	0.004	9.253
Hi-VAE2026.04		1.719	0	0.621	0.712
ReMDM2026.04		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
scIDPMs2026.04		2.594	0.088	0.971	2.694
scIDPMs2026.04		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