Pancreas (alpha=1)

Human pancreas cells aggregated from single-cell (Dirichlet alpha=1)
Raw Scaled
RankNameMean scorer2r2Memory (GB)Runtime (min)CPU (%)PaperYearLibrary
1Cell2location, amortised (detection_alpha=20, reference hard-coded)0.910.830.9112.2077.78590.202022v0.1.3
2Cell2location (detection_alpha=20, reference NB without batch info)0.900.830.903.2050.801,496.302022v0.1.3
3Cell2location (detection_alpha=1, reference hard-coded)0.900.820.904.3070.831,516.202022v0.1.3
4Cell2location (detection_alpha=20, reference hard-coded)0.900.820.901.3053.85459.602022v0.1.3
5Cell2location (detection_alpha=200, reference hard-coded)0.900.820.901.4040.171,346.102022v0.1.3
6Non-Negative Least Squares0.800.650.800.660.5427.701987v1.9.3
7RCTD0.590.280.592.4010.2817.802020v2.1.7
8Stereoscope0.520.160.521.2010.28904.702020v0.20.0
9NMF-reg0.480.090.481.501.681,095.702019v1.1.3
10Non-Negative Matrix Factorization (NMF)0.440.020.440.660.55884.902009v1.1.3
11DestVI0.20-0.400.201.7028.721,060.202022v0.20.0
12Tangram-0.21-1.12-0.211.000.64639.002021v1.0.3
13SeuratV3-0.61-1.82-0.6165.402.78150.402019v4.3.0