scRNA-seq integration on split-seq
87.8Batch CorrectionscVI (our code)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scVI (our code)Prior=VMM2024.02 | 87.8 | 63.9 | 73.4 | |
| scVI (our code)Prior=VampPrior2024.02 | 87.6 | 63.8 | 73.3 | |
| scVI (our code)Prior=GMM2024.02 | 87.6 | 63.1 | 72.9 | |
| scVI (our code)Prior=N(0, I)2024.02 | 87.5 | 61.2 | 71.7 | |
| scVI toolsPrior=N(0, I)2024.02 | 86.4 | 59.8 | 70.5 | |
| HarmonyPrior=N/A2024.02 | 79 | 65 | 70.6 | |
| ScanoramaPrior=N/A2024.02 | 55.2 | 63.2 | 60 |