Classification on COVID-19 Averaged Across All Donors
90.9ROC AUCscLDM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| scLDMNumber of parameters=270M2025.11 | 90.9 | 87.7 | 82 | 83.6 | 80.6 | |
| TranscriptFormer2025.11 | 90.5 | 87.4 | 81.4 | 82.9 | 80.1 | |
| scLDMNumber of parameters=70M2025.11 | 90.5 | 87.2 | 81.5 | 83 | 80.1 | |
| scLDMNumber of parameters=20M2025.11 | 90.2 | 86.9 | 81.1 | 82.7 | 79.7 | |
| UCE2025.11 | 87.6 | 83.4 | 77.5 | 78.1 | 77.1 | |
| scGPT2025.11 | 87.6 | 83.1 | 77.9 | 79.3 | 76.6 | |
| Geneformer2025.11 | 86.6 | 81.5 | 76.8 | 78.1 | 75.7 | |
| AIDO.Cell2025.11 | 82.1 | 75.3 | 71.7 | 72.9 | 70.8 | |
| scVI2025.11 | 80 | 70.9 | 67.5 | 68 | 68 |