scRNA-seq integration on lung atlas
0.62Batch CorrectionscVI tools
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| scVI toolsPrior=N(0, I)2024.02 | 0.62 | 0.608 | 0.613 | |
| scVI (our code)Prior=N(0, I)2024.02 | 0.616 | 0.6 | 0.607 | |
| scVI (our code)Prior=GMM2024.02 | 0.611 | 0.628 | 0.621 | |
| scVI (our code)Prior=VMM2024.02 | 0.562 | 0.674 | 0.629 | |
| HarmonyPrior=N/A2024.02 | 0.553 | 0.678 | 0.628 | |
| scVI (our code)Prior=VampPrior2024.02 | 0.538 | 0.688 | 0.628 | |
| ScanoramaPrior=N/A2024.02 | 0.328 | 0.694 | 0.548 |