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Papers Benchmarks Datasets Tasks

PBMC dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

PBMC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Gene Marker Identification

PBMC

0Identified Markers (Cluster 0: CD4+ T reg)

3

scRNA-seq clustering

pbmc

100Clusters Used

3

Conditional scATAC-seq Generation

PBMC10k

0.846SCC

3

Unconditional scATAC-seq Generation

PBMC 10k

0.964SCC

3

Gene expression count profile deconvolution

PBMC (10% held-out individuals)

0.446MMD

2

Missing data recovery

PBMC

—Primary metric

0

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Popular tasks

Clustering Denoising Gene embedding Gene Representation Learning Unconditional scATAC-seq Generation

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