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Papers Benchmarks Datasets Tasks

Single-cell Data Integration research benchmarks · SOTA2 Research

Single-cell Data Integration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61.9ASW (Cell Type)

8

May 19, 2026

Failing Human Heart

0.759ASWct

8

May 19, 2026

0.71ASWct

8

May 19, 2026

Tabula Muris Senis scIB (full)

0.561ASW_ct

8

May 19, 2026

Human Lung Atlas scIB (full)

0.576ASW_ct

8

May 19, 2026

Human Pancreas complexBatch (test)

99ARI

8

May 19, 2026

Popular datasets

Human Pancreas Immune Tabula Muris Senis Human Lung Atlas Failing Human Heart

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