FAMeS Data set | Taxonomic assignment category | Results with complete database | Results with modified database | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
 |  | INDUS | TACOA | SOrT-ITEMS | MEGAN | SPHINX | INDUS | TACOA | SOrT-ITEMS | MEGAN | SPHINX |
SimLC (96732) | Correct | 89.6 | 79.3 | 94.9 | 95 | 93.1 | 81.6 | 74.4 | 78.1 | 72.6 | 83.7 |
 | Wrong | 2.6 | 9 | 2 | 2.7 | 2.8 | 7.1 | 13.9 | 9.2 | 23.6 | 11.5 |
 | Specific | 81.3 | 24.4 | 94.9 | 93.9 | 82.8 | 66.7 | 21 | 78.1 | 65 | 71 |
 | Non-specific | 8.3 | 54.9 | 0 | 1.1 | 10.3 | 14.9 | 53.5 | 0 | 7.6 | 12.7 |
 | Unassigned | 7.9 | 11.6 | 3.1 | 2.3 | 4.1 | 11.4 | 11.6 | 12.6 | 3.7 | 4.8 |
SimMC (113373) | Correct | 92.8 | 82.5 | 93.7 | 94 | 92.6 | 86 | 79 | 79.1 | 69.9 | 81.8 |
 | Wrong | 1 | 7.3 | 3.1 | 3.5 | 3.6 | 4.6 | 10.8 | 9.1 | 26.6 | 13.5 |
 | Specific | 84.1 | 23.7 | 93.7 | 93.1 | 81.1 | 71.9 | 23 | 79.1 | 63.2 | 70.1 |
 | Non-specific | 8.7 | 58.8 | 0 | 1 | 11.5 | 14.1 | 56 | 0 | 6.7 | 11.6 |
 | Unassigned | 6.2 | 10.2 | 3.2 | 2.4 | 3.8 | 9.4 | 10.2 | 11.8 | 3.5 | 4.7 |
SimHC (115592) | Correct | 89.6 | 72.1 | 92 | 91.9 | 86 | 78.9 | 67 | 76.6 | 77.9 | 77.6 |
 | Wrong | 1.9 | 11.4 | 3.6 | 4.9 | 7.1 | 5.7 | 16 | 9.5 | 17.6 | 10.1 |
 | Specific | 76.4 | 18.7 | 92 | 90.3 | 79.6 | 63.4 | 18.2 | 76.6 | 69.5 | 71.2 |
 | Non-specific | 13.2 | 53.4 | 0 | 1.5 | 6.4 | 15.5 | 48.8 | 0 | 8.4 | 6.4 |
 | Unassigned | 8.6 | 16.5 | 4.3 | 3.2 | 6.9 | 15.5 | 17 | 13.9 | 4.5 | 12.3 |
Average for FAMeS data sets | Correct | 90.6 | 78 | 93.5 | 93.6 | 90.6 | 82.2 | 73.5 | 77.9 | 73.5 | 81 |
 | Wrong | 1.8 | 9.3 | 2.9 | 3.7 | 4.5 | 5.8 | 13.6 | 9.3 | 22.6 | 11.7 |
 | Specific | 80.6 | 22.3 | 93.5 | 92.4 | 81.2 | 67.3 | 20.7 | 77.9 | 65.9 | 70.8 |
 | Non-specific | 10.1 | 55.7 | 0 | 1.2 | 9.4 | 14.8 | 52.8 | 0 | 7.6 | 10.2 |
 | Unassigned | 7.6 | 12.8 | 3.5 | 2.6 | 4.9 | 12.1 | 12.9 | 12.8 | 3.9 | 7.3 |