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Table 3 Clustering performance based on synthetic data (J=1000)

From: Bayesian gamma-negative binomial modeling of single-cell RNA sequencing data

Zero-Inflation 40% 60% 80%
hGNB 0.3697 ±0.007 0.1470 ±0.010 0.0669 ±0.008
PCA 0.2594 ±0.009 0.0964 ±0.018 0.0349 ±0.018
ZIFA 0.3189 ±0.011 0.1191 ±0.004 0.0475 ±0.002
ZINB 0.3574 ±0.019 0.1534 ±0.013 0.0770 ±0.009
Monocle 0.2316 ±0.015 0.0995 ±0.011 0.0490 ±0.001
scVI 0.2590 ±0.046 0.1025 ±0.014 0.0351 ±0.006