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Papers Benchmarks Datasets Tasks

scRNA-seq imputation research benchmarks · SOTA2 Research

scRNA-seq imputation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

human fetus cell atlas 25% low-biased missingness (MNAR)

Conditional Mean

0.469RMSE

14

Apr 7, 2026

Human heart cell atlas (50% MCAR)

6.109RMSE

14

Apr 7, 2026

human fetus cell atlas 50% MCAR

Conditional Mean

1.092RMSE

13

Apr 7, 2026

Popular datasets

human fetus cell atlas Human heart cell atlas

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