Cell type annotation on Myeloid
66.07AccuracyGeneMamba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GeneMambaEpochs=100, Batch size=5122025.04 | 66.07 | 36.5 | |
| GeneMambaTraining Setup=Supervised fine-tuning with MLP classification head2025.04 | 66.07 | 36.5 | |
| SeuratVersion=R v4.4.0, Reduction=Standard PCA, Backbone=Random Forest2025.04 | 65.71 | 36.27 | |
| scFoundationTraining Setup=Supervised fine-tuning with MLP classification head2025.04 | 64.46 | 36.46 | |
| GeneFormerTraining Setup=Supervised fine-tuning with MLP classification head2025.04 | 64.45 | 36 | |
| scGPTTraining Setup=Supervised fine-tuning with MLP classification head2025.04 | 63.41 | 35.62 | |
| scANVITool=scvi-tools==1.1.0, Latent space dimension=322025.04 | 63.32 | 34 | |
| HVGSelected Genes=top 2,000 highly variable genes2025.04 | 60.52 | 33.34 | |
| scVITool=scvi-tools==1.1.0, Latent space dimension=322025.04 | 60.29 | 33.3 |