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Tabula Muris dataset and benchmarks · SOTA2 Research

Research Datasets

Tabula Muris

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Conditional Cell Generation

Tabula Muris

6.789W2

8

Unconditional Cell Generation

Tabula Muris

7.267W2

8

Target classification and novel class prevalence estimation

Tabula Muris

0.878Accuracy (All)

5

Target Classification

Tabula Muris

87.8Accuracy (All)

5

Conditional gene expression generation

Tabula Muris

1Mean R2

4

Gene level performance

Tabula Muris

0MSE

4

Single conditional generation

Tabula Muris

7.39WD

4

Novel Class Prevalence Estimation

Tabula Muris

0.058MPE (Novel)

4

Cell reconstruction

Tabula Muris

4,993.6Relative Error (RE)

3

Popular tasks

Target Classification Novel Class Prevalence Estimation Target classification and novel class prevalence estimation Single conditional generation Gene level performance

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