Pancreas (alpha=5)

Human pancreas cells aggregated from single-cell (Dirichlet alpha=5)
Raw Scaled
RankNameMean scorer2r2Memory (GB)Runtime (min)CPU (%)PaperYearLibrary
1Cell2location (detection_alpha=20, reference NB without batch info)0.870.680.873.2071.301,512.602022v0.1.3
2Cell2location (detection_alpha=1, reference hard-coded)0.870.680.872.0055.371,498.002022v0.1.3
3Cell2location (detection_alpha=20, reference hard-coded)0.870.680.871.6085.071,450.802022v0.1.3
4Cell2location (detection_alpha=200, reference hard-coded)0.870.670.874.9087.801,403.502022v0.1.3
5Cell2location, amortised (detection_alpha=20, reference hard-coded)0.870.660.8717.60121.601,840.702022v0.1.3
6Non-Negative Least Squares0.740.350.740.240.5827.101987v1.9.3
7RCTD0.690.210.692.4010.4517.602020v2.1.7
8Stereoscope0.670.180.671.2010.60928.302020v0.20.0
9NMF-reg0.46-0.350.461.400.681,983.502019v1.1.3
10Non-Negative Matrix Factorization (NMF)0.23-0.930.230.660.50348.002009v1.1.3
11DestVI0.18-1.050.181.6010.82726.702022v0.20.0
12Tangram-0.10-1.76-0.101.000.81336.302021v1.0.3
13SeuratV3-0.38-2.46-0.3863.802.37158.102019v4.3.0