Pancreas (alpha=0.5)

Human pancreas cells aggregated from single-cell (Dirichlet alpha=0.5)
Raw Scaled
RankNameMean scorer2r2Memory (GB)Runtime (min)CPU (%)PaperYearLibrary
1Cell2location, amortised (detection_alpha=20, reference hard-coded)0.940.890.9412.2078.78599.102022v0.1.3
2Cell2location (detection_alpha=20, reference hard-coded)0.930.880.931.2042.921,374.602022v0.1.3
3Cell2location (detection_alpha=1, reference hard-coded)0.930.880.931.30104.551,386.302022v0.1.3
4Cell2location (detection_alpha=200, reference hard-coded)0.930.870.933.80111.181,416.202022v0.1.3
5Cell2location (detection_alpha=20, reference NB without batch info)0.930.870.933.2051.871,406.902022v0.1.3
6Non-Negative Least Squares0.900.830.900.660.12120.401987v1.9.3
7Non-Negative Matrix Factorization (NMF)0.740.570.740.660.29176.602009v1.1.3
8RCTD0.580.300.582.4012.0718.602020v2.1.7
9Stereoscope0.500.150.501.2010.63939.702020v0.20.0
10NMF-reg0.410.010.411.500.851,789.202019v1.1.3
11DestVI0.18-0.380.182.0020.282,222.502022v0.20.0
12SeuratV3-0.16-0.95-0.1663.102.63161.402019v4.3.0
13Tangram-0.18-0.98-0.181.001.47565.502021v1.0.3