scRNA-seq integration on pbmc
88.6Batch CorrectionscVI (our code)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scVI (our code)Prior=VMM2024.02 | 88.6 | 73.9 | 79.8 | |
| scVI (our code)Prior=VampPrior2024.02 | 88.3 | 76 | 79.7 | |
| HarmonyPrior=N/A2024.02 | 86.8 | 78.7 | 78.7 | |
| scVI (our code)Prior=GMM2024.02 | 86.6 | 72.2 | 77.9 | |
| scVI toolsPrior=N(0, I)2024.02 | 86 | 68.1 | 74.1 | |
| scVI (our code)Prior=N(0, I)2024.02 | 84 | 69.8 | 73.7 | |
| ScanoramaPrior=N/A2024.02 | 48.6 | 75.6 | 64.8 |