Sampling,Binner,Coverage,Technology,Dataset,90% comp. 5% contam (average),70% comp. 5% contam (average),50% comp. 5% contam (average) Multi-coverage,MaxBin2*,BWA,Illumina,Human gut,4.6,9,11.2 Multi-coverage,MaxBin2*,BWA,Illumina,Marine biofilm,2.125,3.25,4.125 Multi-coverage,MaxBin2*,BWA,Illumina,Sediment,0.25,0.75,1.166666667 Multi-coverage,MaxBin2*,BWA,Illumina,Soil,0.7,2.5,4 Multi-coverage,MaxBin2*,fairy,Illumina,Human gut,4.2,8.1,11.2 Multi-coverage,MaxBin2*,fairy,Illumina,Marine biofilm,2.375,3.75,4.875 Multi-coverage,MaxBin2*,fairy,Illumina,Sediment,0.25,0.666666667,0.916666667 Multi-coverage,MaxBin2*,fairy,Illumina,Soil,0.1,1.6,2.3 Multi-coverage,MetaBAT2,BWA,Illumina,Chicken caecum,43.29166667,83.08333333,103 Multi-coverage,MetaBAT2,BWA,Illumina,Human gut,10.5,21.7,26.5 Multi-coverage,MetaBAT2,BWA,Illumina,Marine biofilm,7.125,14.625,18.875 Multi-coverage,MetaBAT2,BWA,Illumina,Sediment,1.25,4.583333333,6.666666667 Multi-coverage,MetaBAT2,BWA,Illumina,Soil,4.6,17.8,27.9 Multi-coverage,MetaBAT2,fairy,Illumina,Chicken caecum,52.33333333,88.66666667,105.125 Multi-coverage,MetaBAT2,fairy,Illumina,Human gut,10.2,20.8,26.7 Multi-coverage,MetaBAT2,fairy,Illumina,Marine biofilm,6.5,14.75,19.375 Multi-coverage,MetaBAT2,fairy,Illumina,Sediment,1.166666667,4.333333333,6.166666667 Multi-coverage,MetaBAT2,fairy,Illumina,Soil,4.2,16.9,26.4 Multi-coverage,MetaBinner,BWA,Illumina,Chicken caecum,63.29166667,92.75,101.75 Multi-coverage,MetaBinner,BWA,Illumina,Human gut,11.9,21.9,25.8 Multi-coverage,MetaBinner,BWA,Illumina,Marine biofilm,5,10.625,14 Multi-coverage,MetaBinner,BWA,Illumina,Sediment,1.583333333,5.416666667,6.916666667 Multi-coverage,MetaBinner,BWA,Illumina,Soil,2.7,12.7,21.7 Multi-coverage,MetaBinner,fairy,Illumina,Chicken caecum,64.29166667,94.33333333,103.7916667 Multi-coverage,MetaBinner,fairy,Illumina,Human gut,11.2,21.5,26.2 Multi-coverage,MetaBinner,fairy,Illumina,Marine biofilm,5.75,12.625,16.5 Multi-coverage,MetaBinner,fairy,Illumina,Sediment,1.166666667,4.416666667,6 Multi-coverage,MetaBinner,fairy,Illumina,Soil,1.5,9.5,19 Multi-coverage,SemiBin2,BWA,Illumina,Chicken caecum,65.5,91.08333333,101.75 Multi-coverage,SemiBin2,BWA,Illumina,Human gut,9.4,17.5,21.8 Multi-coverage,SemiBin2,BWA,Illumina,Marine biofilm,6.5,15.125,20.5 Multi-coverage,SemiBin2,BWA,Illumina,Sediment,0.916666667,3.916666667,5.666666667 Multi-coverage,SemiBin2,BWA,Illumina,Soil,4.2,17.7,31 Multi-coverage,SemiBin2,fairy,Illumina,Chicken caecum,64.04166667,90.83333333,102.25 Multi-coverage,SemiBin2,fairy,Illumina,Human gut,8.5,17.3,22 Multi-coverage,SemiBin2,fairy,Illumina,Marine biofilm,6.5,15.75,21.75 Multi-coverage,SemiBin2,fairy,Illumina,Sediment,0.833333333,3.583333333,5.666666667 Multi-coverage,SemiBin2,fairy,Illumina,Soil,4.1,18.7,32.1 Multi-coverage,VAMB,BWA,Illumina,Chicken caecum,59.33333333,95,106.25 Multi-coverage,VAMB,BWA,Illumina,Human gut,11,22.5,26.1 Multi-coverage,VAMB,BWA,Illumina,Marine biofilm,4,10,14 Multi-coverage,VAMB,BWA,Illumina,Sediment,1.25,4.333333333,5.666666667 Multi-coverage,VAMB,BWA,Illumina,Soil,2.1,10.2,16 Multi-coverage,VAMB,fairy,Illumina,Chicken caecum,61.875,96.5,107.5 Multi-coverage,VAMB,fairy,Illumina,Human gut,10.3,20.5,23.1 Multi-coverage,VAMB,fairy,Illumina,Marine biofilm,3.875,7.75,11.5 Multi-coverage,VAMB,fairy,Illumina,Sediment,1.083333333,3.333333333,4.75 Multi-coverage,VAMB,fairy,Illumina,Soil,1.3,5.8,10.1