Tabula Sapiens
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cell-type deconvolution | Tabula Sapiens pseudobulk (test) | R298.59 | 28 | |
| Pseudotime Estimation | Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout) | Pseudotime Spearman Correlation0.249 | 10 | |
| Cell Type Discrimination | Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout) | CD4/CD8 AUROC0.867 | 10 | |
| Stage Classification | Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout) | Stage Balanced Accuracy56.7 | 10 | |
| Branch Classification | Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout) | Branch Balanced Accuracy82.8 | 10 | |
| cell type classification | Tabula Sapiens 2.0 (test) | F1 Score80.4 | 9 | |
| Single-cell gene expression classification | Tabula Sapiens 2.0 (averaged across all tissues) | F1 Score80.4 | 9 |
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