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Single-cell Differential Abundance Estimation on PBMC semi-synthetic 68k cells
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1
Correlation (rho) for AUC
scRatio
0.4592
0.5996
0.74
0.8804
Feb 27, 2026
Correlation (rho) for AUC
AUC (a >= 0.3)
Correlation (rho) for NAR
NAR Score (a >= 0.3)
Correlation (rho) for CSP
CSP (a >= 0.3)
Updated 1d ago
Evaluation Results
Method
Method
Links
Correlation (rho) for AUC
AUC (a >= 0.3)
Correlation (rho) for NAR
NAR Score (a >= 0.3)
Correlation (rho) for CSP
CSP (a >= 0.3)
scRatio
sigma_min=0, lambda=0
2026.02
1
95
1
9.64
0.95
98
scRatio
sigma_min=0.1, lambda=0
2026.02
0.99
96
1
11.39
0.95
98
scRatio
sigma_min=0, lambda=0.01
2026.02
0.99
95
0.98
9.39
0.98
98
MrVI
2026.02
0.71
89
0.83
7.33
0.67
97
MELD
2026.02
0.48
93
0.17
6.45
0.27
99
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